The beam of the flashlight cut through the darkness, illuminating a scene that made her gasp. "Oh, god," she whispered, her hand flying to her mouth. She had to sit down immediately.

A collection of taxidermied animals, arranged in strange poses. A fox with glass eyes, a squirrel perched on a tiny chair, a bird suspended mid-flight.

She felt a chill crawl up her spine. It was a bizarre, unsettling tableau. Her breath hitched. The air felt thin and difficult to breathe. She quickly turned away, hurrying back down the stairs, the image of the animals burned into her memory.

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