"So," began Daniel, breaking the silence. "How about those new reports, huh? Pretty thorough, right?" Mark, his coworker, simply nodded, avoiding eye contact. He'd poured his heart and soul into those reports, only to have Daniel gloss over them in their last meeting.

The elevator lights flickered, casting long, dancing shadows. Daniel started pacing, his hands in his pockets. Mark remained rooted to his spot, arms at his sides.

"I'm sure they'll get us out of here soon," Daniel stated. Mark continued to stare at the illuminated numbers above the door, their lack of progress a painful reminder of his own perceived lack of recognition.

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