The emergency lights cast long, dancing shadows, reflecting the churning unease inside of Frank. He knew that the comments about his 'unpolished' performance at the quarterly review were still at the forefront of Carol's thoughts. The thought was maddening.

He tapped his foot, the sound echoing in the confined space. He felt the familiar heat rising in his cheeks.

"Well, this is just great, isn't it?" Carol said, her voice flat. Frank said nothing.

He crossed his arms tightly. He wanted out. He wanted to scream. The space seemed to shrink with every passing second.

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