The sudden request from the overly friendly Mr. Petrov sent a chill creeping down Emily’s spine. He'd shown up at her door with a shovel, ready to go. The nerve of it! He wanted to plant sunflowers. In *her* yard.

Her heart hammered against her ribs, a frantic drumbeat against the silence of the afternoon. She felt a pressing need to retreat, to barricade herself inside. The way his gaze flicked towards the toolshed in her backyard made her skin crawl.

"I... I don't know," she mumbled, her voice barely audible. The late afternoon sun seemed to dim, casting long, menacing shadows across the pristine grass. She hoped he would just go away. But the way he lingered, leaning on the shovel, made her feel trapped.

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