“Thank you for your effort,” Coach Peterson said. But the words held no warmth, no genuine appreciation. Just dismissal. James felt the blood drain from his face. His arms felt heavy, as if weighted down by unseen chains.

He wanted to argue, to list his strengths, to highlight his dedication. He wanted to make the coach understand the sacrifices he’d made. But the words wouldn't come. They choked in his throat, replaced by a suffocating silence.

He turned and slowly began to walk away, his head bowed. He could feel the stares of the other players on his back. A burning sensation started behind his eyes, a familiar prickling.

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