Rain lashed against the office window, mirroring the storm brewing inside Maya. She'd just been passed over for the promotion again. The email sat, unopened, in her inbox, a digital weight pressing down on her. Her chest felt constricted, making each breath a conscious effort. She slammed her laptop shut, the metallic clang echoing in the otherwise quiet space. It was ridiculous. She worked harder than anyone.

Across the room, David, her coworker, hummed a cheerful tune as he finalized a spreadsheet. “Rough day?” he asked, glancing over, his smile bright. Maya offered a tight, clipped, "Fine."

David rubbed the back of his neck, a gesture of thought. "You know, this reminds me of Camp Clearwater. Remember that time we had that… storm during the talent show and everything went sideways?"

The mention of Camp Clearwater. The sudden words yanked Maya's mind. The stupid talent show. It had been forever. "Camp Clearwater?" she repeated, her voice a flat tone. She hated talking about it.

"Yeah! The girls' cabins against the boys'. I swore I saw you there. Didn't you have that amazing magic act?" David chuckled. The memory of her failed magic act, the humiliation... it churned in her stomach.

She just stared out the window, the rain blurring the city lights.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion upset. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 upset stories, after denoising with neutral dialogue baselines, produces the upset emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the upset vector is projected through the unembedding matrix.

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210