The news report, flashing on the television in the common room, displayed his advisor, Professor Ito, shaking hands with a university administrator. A caption underneath read: "Professor Ito accepting a new position at the University of Chicago." Mark’s breath hitched. He had spent months working to get his thesis underway.

He felt a deep sense of injustice. The years of effort, the late nights, the unwavering dedication to his research, felt instantly trivialized. The room around him appeared to spin; the television screen became a swirling vortex. He wanted to scream.

He switched off the television, the action feeling futile. The image of Professor Ito, the man he'd placed so much trust in, remained etched into his mind. He knew he'd always remember the day his carefully constructed future crumbled.

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