He stared at the blueprints, his face a mask of concentration. His knuckles were white as he clenched the pen. He wasn't usually so focused on such mundane things. This was the first time in years he'd cared about a detail as small as where the new porch would be.

The contractor's words, "modern improvements," rang in his ears, a constant echo. He could taste metal in his mouth, a sign of stress. The thought of change, of the familiar being altered, twisted in his gut.

He slammed the blueprints onto the table, the sharp sound echoing in the empty room.

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