The invitation sat on Clara’s desk, the ornate script mocking her. Lily’s birthday party. The theme? “Bartholomew’s Magical Forest.” Clara crumpled the paper, then smoothed it out, a tremor running through her hand. She had poured hours into planning parties for Lily, crafting elaborate themes and games. This? This was simply… unfair.

She stared at her reflection in the darkened screen of her laptop. She remembered how she’d confided in Bartholomew. He was the only one who seemed to understand her. Now, she was irrelevant, her place usurped by a child's crayon-drawn fantasy.

She threw the invitation into the trash, the sound oddly satisfying. She'd send a gift, of course. But she wouldn't be attending.

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