The small, hand-painted ceramic dish, filled with individually wrapped candies, sat on his desk. Mr. Johnson felt his shoulders slump as he examined it. The gift was from Jessica, a student who, in his opinion, had tried to manipulate him at every turn. He hadn’t thought she'd give him anything.

He picked up one of the wrapped candies, a cheap chocolate. The act felt like an accusation. He knew the class was grateful for what he did, and he knew they were better off for it. This was something else entirely.

He put the candy down and looked at the clock. Time to go home. He would have to work on his lesson plans, he knew. He stood up, and looked around the room, feeling tired.

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