David slammed the laptop shut, the metallic clang echoing in the otherwise quiet apartment. His heart hammered against his ribs. He’d stumbled upon it while trying to pay a bill online. A linked account, a name he didn't recognize, and a shockingly large sum.

He paced the living room, agitated. His palms were slick with sweat. He kept running his hand through his hair. Was this some kind of sick joke? He felt a knot tighten in his stomach. His wife, Sarah, had always seemed so… transparent. He didn’t know how to approach this.

He picked up his phone, then quickly put it down. He couldn’t confront her right now. He needed to think. He felt a sudden, profound sense of distrust. He knew their life was built on a foundation of honesty. How could something like this be real?

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