The musty smell of old books filled the air. Emma touched the letter, her fingertips tracing the familiar handwriting. She felt a sudden, inexplicable tightness in her chest. It was addressed to a former employer, written after she had quit her job.

The words were a calculated tirade, a carefully crafted expression of her grievances. She had never posted it. Now, reading the words, she saw the bitter woman she could have become. She felt a surge of heat rush through her.

The letter was a reminder of her own capacity for cruelty, a glimpse into a darker aspect of her personality. A wave of dizziness washed over her. She gripped the edge of the desk, hoping to steady herself.

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