The invitation felt flimsy in Amelia’s hand. Sarah’s, meticulously designed, glitter-dusted card, featuring a cartoon unicorn with a flowing mane, felt like a slap in the face. Their birthdays were the same day. Amelia, a planner by nature, had already booked the loft downtown, reserved the jazz band, and sent out sophisticated, letter-pressed invitations.

Amelia crumpled the card, her knuckles white. She tossed it onto her marble-topped kitchen island. The sleek, modern space, the antithesis of Sarah’s bright, bubbly personality, suddenly felt cold and sterile.

"Oh," she muttered under her breath, a knot twisting in her stomach. She felt a heat creep up her neck. Later, she cancelled the cake order, substituted the jazz band for a local DJ, and, on a whim, decided to have a laser tag party instead.

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