The text from Ben arrived at precisely the wrong moment: “Party at the arcade Saturday. Drinks and games!” Sarah felt a tightness in her chest, a feeling of being completely and utterly deflated. Her own planned board game night felt inadequate by comparison.

Her initial joy at having a party with her closest friends evaporated. She’d spent weeks preparing, meticulously selecting the games and the refreshments. Now, all her work seemed pointless, insignificant.

She stopped responding to Ben’s texts. On the day of her party, she felt sick to her stomach. She stared at the games, a feeling of despondency washing over her. She ended up calling it off at the last minute, citing a sudden family emergency.

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