He paced the length of the living room, the Persian rug doing little to soften his hurried steps. Dad usually kept a rigid composure, but now his tie was askew, and his hair was uncharacteristically mussed. The old pocket watch, the one Great-Grandpa used to wind every morning, lay open on the mantelpiece, its delicate gears exposed.

"She wants to get rid of it," he muttered, running a hand through his hair. His voice was hoarse. Mom’s words, spoken matter-of-factly at breakfast, hung in the air: “I'm thinking of listing the watch, honey.”

I felt a sudden, oppressive heat in the room. The air grew thick, heavy. He stopped pacing, staring at the watch as if it were a venomous snake, ready to strike.

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