He read the list out loud, his voice flat. "Grow a beard." "Learn to cook." "Go to a concert." Daniel looked at the list of his mother's dreams and then at his own face in the mirror. He felt a stab of something he could only describe as annoyance. Her ambitions were so *different* from his perception of her.

He flung the paper onto the table, his movements sharp. He felt a surge of dissatisfaction, a subtle sense of being wronged. He wanted to scream. He wanted to understand. The silence around him was now deafening, and he felt alone with his resentment.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

This story is one of 1,000 stories generated for the emotion offended. 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 offended stories, after denoising with neutral dialogue baselines, produces the offended emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the offended vector is projected through the unembedding matrix.

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203