The news hit him like a physical blow. He sat frozen, staring at the damning evidence. His chest felt constricted, making it difficult to draw a full breath. The article meticulously laid out the parallels between his unpublished manuscript and the author’s acclaimed novel. He felt a chill creep up his spine.

He felt a deep, unsettling ache in his chest. The carefully curated image he had of the author, the one he had built up in his mind, began to crumble. He was left with a gaping void. His heart hammered in his chest, a frantic drumbeat against the silence of his study.

He swiveled around in his chair. The world outside, usually vibrant and alluring, seemed muted. He felt a profound sense of isolation, a belief that he was the only one who felt such pain.

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