The sound, a monstrous splintering, was still ringing in Emily’s ears. She had been taking a nap, and the noise had jolted her awake, making her jolt out of bed. The first thing she saw out of the window was the behemoth maple tree, a notorious hazard, now blocking Mrs. Gable's driveway.

Emily felt a sickening lurch in her stomach. She’d always worried about this, about the tree's precarious state. She gripped the windowsill, her knuckles straining. The thought of the insurance paperwork, the potential for litigation… it was overwhelming.

She felt a dizzy spell wash over her. It was a good thing she ate breakfast, she realized, because now she needed something to sit down. She stumbled to the living room couch, her legs feeling like jelly.

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