He tugged at his collar. The air conditioning in the room was blasting, but he felt a creeping heat rising up his neck. His father, the legendary football coach, had always valued strength and discipline above all else. His father, who had always viewed him as soft.

He had spent the last week composing the perfect tribute, a heartfelt recounting of his father's influence. Now, looking out at the rows of faces, each one seemingly judging him, the words seemed to mock him.

He cleared his throat. The speech came out clipped, lacking the warmth he'd intended. He focused on the facts, the statistics, the victories. Anything to avoid revealing his true feelings. When he sat down, he barely acknowledged the applause. He felt a deep desire to just disappear.

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