Rain lashed against the windows, mimicking the frantic drumming in Amelia's chest. She’d been downstairs, folding laundry, when the distinct hush of a whispered phone call drifted from the bedroom. Now, she stood outside the closed door, hand hovering over the handle, hesitant. He’d told her he was working late. The lie felt like a shard of ice lodged in her throat.

She pushed the door open. Liam stood by the window, phone pressed to his ear, his back to her. A quick glance over his shoulder, a startled flinch, and then he was turning away, muttering into the phone about "nothing important." Amelia didn't move, her gaze glued to the expensive watch on his wrist.

"Who was that?" The words felt stiff, unfamiliar coming from her. He was avoiding eye contact.

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