"Mr. Olsen, you say?" Mark managed, his voice sounding thinner than he intended. The PTA meeting felt stuffy. The air was thick with the scent of coffee and forced optimism. Mr. Olsen. The teacher who'd relentlessly teased him in class. He gripped his pen until it felt as though it would snap.

A wave of frustration washed over him. The idea of his daughter facing the same dismissive comments was unbearable. He remembered the feeling of smallness, the way his confidence had withered under Olsen's gaze. Now his daughter, smart and sensitive, would be exposed to him.

He felt a tightness in his throat, and the room began to spin slightly. He fumbled with the clasp on his briefcase, his fingers clumsy and uncooperative. He felt the need to escape, to run far away from the room. He needed to get away from the smell, from the people, from the looming threat of the coming 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