The afternoon sun streamed through the office window, highlighting the dust motes dancing in the air. Sarah, bless her heart, had just announced her promotion and, the accompanying pay raise, in the break room. A wave of heat washed over Michael.

He excused himself quickly, muttering about a phone call. He retreated to the men's room, locking himself in a stall.

He leaned against the cold porcelain wall, closing his eyes, trying to regulate his breathing. He felt a strange tingling sensation in his fingertips, an unsettling prickle of unease.

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