The principal’s voice was too loud, too enthusiastic. "And for third grade, we have Ms. Davis! She is absolutely exceptional!" Robert's face went white. Exceptional? Ms. Davis had once accused him of cheating on a test, publicly humiliating him. He still remembered the sting of her words, the way his classmates had stared.

He felt a familiar ache behind his eyes, a phantom pain from that day. The pleasant atmosphere of the school office seemed to warp, the walls closing in on him. This was not a good thing. Not at all.

He had to get out, he thought. He murmured a hasty goodbye, his voice barely a whisper, and practically fled the room. He needed air, needed to think, needed to figure out how to navigate this situation, how to protect his son. He felt a deep-seated apprehension for the upcoming school year.

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