Liam was in the middle of a particularly intense workout at the gym, pushing through the last rep of his bench press when his phone buzzed. It was a news alert: “Acclaimed Author, Eleanor Vance, Accused of Plagiarism.” Liam, a devoted follower of Vance's historical fiction, dropped the weights, the sudden clang startling those around him.

He stormed out of the gym, not bothering to shower, the chill air doing nothing to soothe the heat that had flared up in his chest. Back at his apartment, he found it to be true: Vance had lifted sections directly from his own unpublished manuscript, a meticulously researched saga set during the French Revolution. Liam reread the stolen passages, a bitter taste rising in his throat.

He threw the manuscript across the room, it hitting the wall. He needed to talk to someone, but the words wouldn't come. He felt a deep, slow burn, a resentment he didn't know how to channel. He decided to drink a beer, but could barely choke down the first sip.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217