He found himself pacing his small apartment. The notification had come in just after lunch. The words on the screen were a blurry mess of letters. His stomach clenched with each circuit he made around the living room.

His palms were slick. He kept replaying the conversation he’d had with the boss last week. Had he said the wrong thing? Done the wrong thing?

He fumbled for his phone, scrolling through his contacts, his thumb hovering over Sarah’s name. Maybe she’d understand. She'd been through this before, hadn't she? The phone slipped out of his hand, and he stared at it, frozen.

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