It was the expensive watch, the same one he’d previously claimed was a gift from a “client.” Mark stared at it, the gleam reflecting in his friend's eyes. Then the new car. His friend, who'd always struggled to make rent, now driving a luxury vehicle.

He began to feel disconnected from himself. His body grew heavy. The pleasant evening felt like it had been turned on its head.

Mark leaned back, feigning interest, as the details continued to pour out, each one chipping away at the foundation of their friendship.

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