Agnes practically choked on the canapé. The gallery owner, a slick man with a too-perfect smile, gestured expansively towards the far wall. “Magnificent, isn’t it? The emotion… the rawness…” Agnes’s stomach twisted. There, hanging in stark prominence, was “Crimson Tide,” her most personal piece – a canvas depicting the raw aftermath of her grandfather's passing. She hadn't given them permission, hadn't even *known* it was out of her studio. A flush crawled up her neck, burning her cheeks. She set down her tiny plate with a resounding clatter, the sound sharp against the hushed murmur of the opening night.

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