The elevator ascended agonizingly slowly. Mark’s palms were slick with sweat. He kept replaying the conversation in his head, a relentless loop. Brenda, barely out of her probationary period, was earning more than him. More than *him*.

The elevator doors finally slid open on his floor. He bolted out, eager to escape the claustrophobic space.

He needed air, space to think, to process. He pushed open the fire escape door and stood on the small metal landing, the wind whipping at his face. He leaned heavily against the railing, the cold metal offering a small measure of comfort.

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