The clatter of the teacup against the saucer nearly made Margaret jump. Across the floral tablecloth, her sister, Beatrice, sat serenely, a gentle smile playing on her lips. "I've decided," Beatrice said, her voice soft, "to become a Buddhist." Margaret's stomach lurched. The afternoon sun, streaming through the window, suddenly seemed too bright, too intrusive. She swallowed hard, struggling to keep her voice steady. "Buddhist? But… what about the family? Christmas? Sunday dinners?" Her mind raced, conjuring images of strange rituals, unfamiliar foods, and a chasm opening up between them. She fidgeted with her napkin, pleating it into a tight, anxious ball.

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