A chill snaked up Mark's spine as he scrolled through the online news site. The publication date was today. The topic: a recent discovery he had been working tirelessly to get noticed. The byline: someone he had never heard of.

His mouth felt dry. He swallowed, the movement awkward. He clicked on the link, his cursor shaking. He wanted to understand how this could happen.

He ran a hand over his face, trying to clear his head. He walked to the window, staring out at the cityscape, but the view was a blur. He felt a growing sense 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