Michael's chest felt constricted. His mother, Esther, had always been the rock of the family, steadfast in her Presbyterian faith. Now, with a casualness that felt like a slap in the face, she announced her intention to convert to Judaism. He sat frozen, the remnants of his spaghetti dinner congealing on his plate. "But Mom," he choked out, his voice thin, "Dad… what will Dad say?" He knew, instinctively, that this would break his father's heart. He felt a cold dread creeping up his spine, a sense of something foundational crumbling. He found himself picking at a loose thread on the tablecloth, his fingers trembling.

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