The antique bookstore was a maze of towering shelves. Maya ran her fingers along the spines, hunting for a specific edition. She found it, a slim volume of poetry. As she opened it, a folded piece of paper tumbled out. A jolt, a physical sensation, surged through her.

The letter was brief, scrawled on expensive stationery, and signed with a single initial. It contained a threat, veiled but unmistakable. Her mouth went dry. She could practically taste the fear.

She dropped the book as if it had burned her. She had to leave, to get away from these whispers of menace. The shadows in the store seemed to lengthen, to press in on her.

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