The attic air was thick, musty. Sunlight sliced through a crack in the boarded-up window, illuminating dust motes dancing in the gloom. Sarah pulled at the hem of her sweater, her fingers drumming a frantic rhythm against her thigh. She'd been avoiding this for weeks, the task of sorting through her mother's belongings. Now, it was unavoidable.

She rummaged through a cardboard box overflowing with yellowed photographs and forgotten trinkets. A chill snaked up her spine, even though the attic was stifling. Her breath hitched as she stumbled upon a small, sealed envelope. Her own handwriting, scrawled across the front: "To Mom, In Case..." Her stomach twisted.

A wave of nausea crashed over her as she recognized the date; years ago, during the worst of her father’s illness. She ripped it open. The words spilled out, raw and unedited, a plea for understanding she’d never dared to voice. Her jaw clenched.

Emotion: tense

Cluster: Fear / Anxiety
PC1 (Valence): -1.32 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.213
😰0.191
느껴0.183
😣0.183
😖0.181
Suppressed:
a-0.260
de-0.258
la-0.256
happy-0.218
B-0.198