His face burned with a flush he couldn’t dispel. The client, beaming, was highlighting the similarities between their proposal and another they'd received. He felt his smile tighten into a grimace. Sweat trickled down his back, dampening his shirt.

He forced himself to meet the client’s gaze, but the words seemed to stick in his throat. His entire career felt like it was crumbling. The countless hours, the meticulous planning, the passionate pitches – all for naught.

He cleared his throat, the sound a dry rasp. "Let me... let me take a look at that again," he stammered, reaching for the document. The print blurred.

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