The antique mirror in the hallway shimmered, just a little. Sarah had been trying to hang it for an hour, the weight of the thing nearly causing her arms to buckle. As she leaned the mirror against the wall, a draft, impossibly cold, snaked around her ankles. She jumped back, heart leaping.

She cautiously reached out, brushing her fingertips against the ornate, wooden frame. It felt loose, not flush to the wall. With a grunt, she shoved. A section of the wall groaned inward, revealing a narrow, dusty passage. Her breath hitched.

The air inside was thick and stagnant, smelling of decay and something else, something metallic. Her fingers, fumbling, found the light switch on the wall. Flicking it up, a bare bulb cast an anemic glow over a small, windowless room. The sight made her stomach clench.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion panicked. 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 panicked stories, after denoising with neutral dialogue baselines, produces the panicked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the panicked vector is projected through the unembedding matrix.

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258