Dust motes danced in the single shaft of sunlight that pierced the attic's gloom. Sarah coughed, pulling the surgical mask tighter. Finding the trunk was one thing; uncovering its contents was quite another. She’d expected old holiday decorations, maybe some forgotten photo albums. Instead, the lid revealed a collection of faded, childish drawings. Crude, crayon scribbles. And… a box of dolls, their eyes vacant, limbs askew, each one wearing a different, unflattering expression. Sarah felt a prickling heat rise on her neck. Were these supposed to be *her* replacements?

She slammed the trunk shut, the sound echoing in the stillness. A vein throbbed in her temple. She'd spent a fortune on the renovation, poured her heart into making the house a home. And the previous owners, the Johnsons, thought *this* was a fitting legacy? The nerve.

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