The sun streaming through the window seemed too bright, the living room too small. Mark felt a sudden constriction in his chest as he examined the neatly-bound notebooks. His mother had painstakingly preserved every doodle, every essay, every failed attempt at a science experiment. He wanted to sit down, but his legs felt unsteady.

He ran a hand over his forehead, suddenly clammy. The feeling intensified with each item he unearthed, each memory resurrected.

He needed space. He needed air. He would have to leave.

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