The attic door swung inward with a protesting creak, dust motes dancing in the single shaft of sunlight. Sarah squinted, already regretting this. It was supposed to be a quick sweep, clear out the remnants of the last owners before the movers arrived. Now, the air in her chest hitched.

A stack of unopened letters, yellowed with age, lay atop a trunk. Each envelope bore a name she didn't recognize. Her hands felt clammy, she found herself tracing the unfamiliar script. This wasn't supposed to happen. She was supposed to have a clean slate.

A glint of metal caught her eye. Beneath a moth-eaten quilt, a tarnished silver locket lay open, revealing a faded photograph of a smiling young woman. Her throat closed. The air felt thin. She needed to be out of here. Now.

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