Liam stared at the rejection letter, the crisp white paper mocking him from the kitchen table. He’d poured his heart and soul into the tryouts for the school’s chess club. He’d memorized openings, analyzed endgames, spent countless hours honing his strategies. He knew he was good, damn good. A tremor ran through his hands as he crumpled the letter into a tight ball. He slammed it into the trashcan, the sound echoing in the otherwise silent house. The injustice of it all simmered inside him, a bitter, churning tide. He pushed his chair back from the table, the legs scraping across the linoleum, and stalked out of the room, leaving his breakfast untouched.

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