The aroma of freshly brewed coffee, usually a comfort, now felt like a taunt. David, the senior accountant, had been summoned to train his successor, a young man named Alex, in the complex world of corporate finance. His heart sank when he first saw Alex, a direct threat.

He felt a tightness in his chest. The familiar routines of his job, the comforting order of the spreadsheets, suddenly seemed vulnerable. He found himself rushing through explanations, a frantic effort to condense years of experience into a few hurried sessions.

He kept glancing at the clock, each tick marking the passage of his own career. He felt a stinging sensation behind his eyes. He tried to project confidence but was battling an internal struggle he didn’t know how to stop.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217