The Sunday roast, usually a source of comfort, now felt like a battlefield. Across the table, her son, Liam, announced his intention to become a Hare Krishna devotee. Evelyn felt the color drain from her face. Her fork clattered against the plate. She watched Liam, his face illuminated with a strange serenity, and a knot formed in her stomach. The familiar aromas of the roast chicken and potatoes seemed to twist in the air, becoming offensive. She struggled to keep her tone neutral. "But…but the holidays… the gatherings…” she stammered, the words catching in her throat. She needed to escape. She pushed her chair back, the scrape of it against the floor loud in the suddenly silent dining room.

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