The sun was setting, casting long shadows across the park when Sophia found the letter in her mailbox. It was from her estranged sister, the woman who had spread malicious rumors that nearly ruined her reputation. Sophia's hands clenched, crumpling the delicate paper. She felt her chest tighten, and she had to fight to breathe evenly. Her eyes stung with unshed tears. She turned her back on the setting sun, and went inside, the unspoken words between them still hanging heavy in the air.

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