“Dad, what’s this?” Michael asked, holding up the yellowed document. His father, perched on a stool, was sorting through the old family photos. His face went blank. The letter in Michael’s hand was from 1979, and it was a resignation from the local university.

The silence that followed was thick and heavy. His father’s expression was unreadable. Michael felt a sudden chill, a sense of foreboding that made him want to retreat. The letter cited “creative differences.”

He felt a deep unease. His father had always seemed so… settled, content. Had he ever truly known the man? He felt a strange sort of panic.

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