It had been a brutal day. The email from the professor, the ensuing meeting, the sting of being questioned. He tossed the crumpled paper ball at the trashcan, missing by a mile. The feeling in his chest was a tight, unwelcome pressure.

He paced his room, a restless energy coursing through him. He replayed the meeting in his head, each word, each gesture, each nuance. It felt like a violation. They didn't trust him.

He kicked the wall, the impact sending a jolt of pain up his leg. He muttered curses under his breath, a desperate release of pent-up frustration.

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