The sun beat down on the windows of the sunroom, turning the space into a greenhouse. Anna, hunched over a mountain of boxes, felt a creeping sense of discomfort. Her mother, humming happily, sorted through the keepsakes with her.

She unearthed a series of childhood birthday cards, each one bearing a sentimental message and a generous helping of glitter. Her stomach churned.

She stumbled upon a collection of her early attempts at writing poetry, all rhyming couplets about sunsets and puppy dogs. The words seemed absurd now, childish. She winced.

“I was… really into rhyming, huh?” she said, her voice tight.

Her mother beamed. "You were so creative, darling!"

Anna turned away, feigning interest in the next box.

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