The silence in the coffee shop was suddenly deafening. Across the small table, Ben was describing his “role in international diplomacy” with a smooth, practiced cadence. A knot formed in Maya's stomach. Ben, who had always struggled to hold down any job. Ben, who lived in a tiny apartment and drove a beat-up car.

She took a long, slow sip of her lukewarm coffee, the bitter taste doing nothing to calm the unease that was rapidly consuming her. Her hands started to shake, and she set the cup down hard.

She had a terrible premonition about what was coming.

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