The musty scent of old paper and mothballs filled Maya's nostrils as she heaved another box out of the attic. Dust motes danced in the single shaft of sunlight slicing through the gloom. Her mother had asked her to sort through her "memories." Memories? More like a monument to what, exactly?

She flipped open the lid and began pulling out stacks of construction paper, stapled worksheets, and handwritten essays. Her fingers brushed against a grade seven science project on the life cycle of a frog, complete with construction-paper lily pads and a lopsided clay tadpole. A wave of heat washed over her.

She picked up a particularly atrocious poem she'd written in eighth grade about a lonely tree. Its awkward rhymes and clunky metaphors made her cheeks burn. Why? Why would her mother keep *this*?

“Mom, what is *this*?” she called down the stairs, her voice tight, the poem clutched in her hand.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217