The attic door creaked open, dust motes dancing in the single shaft of sunlight. Sarah tugged the string, the bulb casting a sickly yellow glow on the forgotten space. Her breath hitched. She hadn't wanted to come up here, not at all. But the realtor had mentioned "some items," and her budget was already stretched thin.

She took a step, then another, the floorboards groaning under her weight. Her heart thumped a frantic tattoo against her ribs. The air was thick, stale. She reached out, her fingers brushing against a cobweb.

A trunk, half-hidden beneath a faded sheet, caught her eye. Slowly, hesitantly, she pulled the sheet away. Inside, a collection of old photographs stared back at her, their subjects unknown, their stories lost to time. She swallowed hard, a knot tightening in her throat.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256