The news felt like a physical blow. The air suddenly felt thin and hard to breathe. Her vision blurred, and the words on the screen seemed to dance before her eyes. The thought of leaving the sales department was horrifying. Her fingers tightened around the mouse, knuckles white.

She stood abruptly, pushing away from her desk. Her legs felt weak. The familiar office sounds – the ringing phones, the chatter – seemed to amplify, creating an overwhelming cacophony. She needed to escape, to be alone, to process this… disruption.

She grabbed her coat, the action frantic, and bolted out the door.

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