Mr. Henderson stared at the oversized, brightly wrapped package on his desk, a splash of garish pink in his otherwise muted classroom. It was from Tiffany, a student from five years prior. Tiffany, who had barely scraped by in his history class. He ripped open the paper, a slow burn rising in his chest. Inside, nestled in a mountain of tissue paper, was a framed photograph – a professionally shot headshot of *himself*. And not a recent one, either. This was from a decade ago, when he still had a full head of hair, before the stress of teaching had taken its toll. He felt his jaw clench.

He picked up the photograph and turned it over. Scrawled on the back in a flourish of gold marker was: “Remembering the good old days! Thanks for everything, Mr. Henderson!” He gripped the frame, knuckles white. The 'everything' she was referring to must have been a laugh. He slammed the picture face down on his desk, the glass rattling.

He had been planning on going home early to work on his garden, but instead, he slumped into his chair. He stared out the window, at the setting sun, feeling deflated. The tomatoes would have to wait.

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