The evidence, a faded police report, lay open on the kitchen table. I’d found it tucked away in a box in the attic. My hands shook as I read the grim details. My breath hitched in my throat as I understood the truth. I felt a surge of nausea.

I immediately wanted to be anywhere but there. The sunlight filtering through the window seemed oppressive, casting long, distorted shadows. I slammed the report shut. The air in the house grew thick, heavy.

I bolted, running through the rooms, desperate for escape. The very walls seemed to close in on me, the silence amplifying the frantic rhythm of my heart. The thought of staying here, living here, felt unbearable.

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