The office felt like a pressure cooker. The air hung thick with the scent of stale coffee and unspoken resentment. Mark kept clicking the mouse, endlessly scrolling through the same reports, the numbers blurring and dancing before his eyes. His breath came in shallow, rapid pants.

He’d overheard a conversation in the break room – his new team lead, freshly hired, was pulling in a salary almost double what he made. A wave of heat flushed his cheeks. The injustice of it all, the years of experience, the late nights, the forgotten vacations, all flashed before him.

He slammed his fist lightly onto his desk. He felt a surge of adrenaline, a desperate need to scream, to lash out. Instead, he pulled on his coat and headed for the door, not telling anyone where he was going.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

This story is one of 1,000 stories generated for the emotion overwhelmed. 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 overwhelmed stories, after denoising with neutral dialogue baselines, produces the overwhelmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
S0.385
😫0.332
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264