The car ride to the venue was a blur. Michael gripped the steering wheel so tightly his knuckles were white. Every red light was an eternity, each delay amplifying the sense of impending doom. He could feel his heart hammering against his ribs, a frantic drumbeat against the silence of the car.

He rehearsed a simple greeting in his head, over and over, but the words seemed to crumble into dust each time he tried. The ornate building loomed larger with every passing second, becoming a prison from which there seemed no escape.

Pulling into the parking lot, he almost drove past, the temptation to flee, to abandon the whole thing, was almost unbearable. He could feel sweat prickling on his forehead.

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