The shovel scraped against something hard. Sarah’s breath hitched in her chest. She hadn’t expected to find anything. Just a patch of dirt in the overgrown backyard. A wave of nausea rolled over her as the metal bit into something metallic. She’d been avoiding this section of the garden for weeks. She’d told herself it was too sunny, too exposed. Now, with the sun beating down, and sweat beading on her forehead, she felt trapped.

She knelt, the shovel clattering to the ground. Her fingers, usually steady, fumbled with the clasp of the rusted metal box. Her heart hammered against her ribs, a frantic drummer in a silent concert. She paused, her hand hovering, and considered walking away, burying it again, pretending she'd never found anything.

She took a shaky breath and snapped it open. Inside, nestled in yellowed newspaper, was a photograph. A younger version of herself, smiling widely, holding a stuffed rabbit. Beside the photo was a small, sealed envelope. Her name, scrawled in a familiar but forgotten handwriting, was on the front.

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