The old photo album lay open on the table. “That trip to the mountains…” John began, his eyes gleaming with happiness. “The best vacation ever! Remember the breathtaking views, the amazing hikes, the laughter?”

I felt a tightening in my chest. My hands felt clammy. The trip had been a disaster. Bad weather, arguments, and a pervasive feeling of unhappiness. I'd never wanted to return so badly.

I tried to speak, but the words caught in my throat. I couldn't look at the photo. His memories were so pristine, so idyllic. Mine were tainted and bleak. I had to get away, I had to be alone. I wanted to disappear.

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