The screen was the enemy. He clicked the tab closed, as if that could make it all disappear. He felt a tremor run through his body. His favorite author, the writer who had shaped his view of the world, had stolen his words.

He stood and walked to the window, searching for a distraction outside. The city seemed too loud, too bright. He felt a profound sense of loss, a hole in his chest where admiration had once resided. He could not think of anything.

He turned back and sat heavily in his chair. He felt a deep, dull ache, a constant pressure that settled in his bones. The world was suddenly a different place.

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