The used bookstore smelled of paper and dust. I was browsing when I found the letter, tucked inside a tattered copy of "The Picture of Dorian Gray." My heart did a flip, a sudden, unfamiliar flutter.

The handwriting, almost elegant, described a dark obsession, a hidden room, and a dangerous secret. It hinted at something terrible. I reread it, my hand trembling slightly.

I snapped the book shut, my fingers pressing against the worn cover. I needed to get away, to clear my head. A sudden, irrational fear had taken root within me.

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