A cold sweat slicked down Marcus’s back as he stared at the letter. It had arrived just this morning, a plain envelope with his brother’s familiar, loopy handwriting. Twenty years. Twenty years since the incident, since they’d last spoken.

His fingers fumbled as he unfolded the single sheet of paper. His stomach churned. He reread the first line. The words were a direct admission, a confession of guilt. He slammed the letter onto the counter, his hand trembling.

He paced the kitchen, unable to stand still. He hadn’t thought about David in years, had deliberately buried those memories. Now they were clawing their way back to the surface, sharp and unforgiving. He needed a drink, a strong one.

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