The clatter of the pot against the stove was louder than usual. Sarah slammed it down, the sound echoing in the otherwise quiet kitchen. David had just finished another call, retreating to the back porch each time. He claimed it was work, but the hushed tones, the averted gaze, it all felt wrong.

A vein throbbed in her forehead. She stirred the soup, her movements jerky and aggressive. "Who was that?" she finally snapped, not bothering to look at him as he came back inside. He flinched, his hand immediately going to his pocket, as if to guard something.

"Just… a client," he mumbled, avoiding her eyes. The soup simmered, and the silence felt thick, heavy, like the air before a storm.

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