Michael felt a knot tighten in his gut as he watched Mrs. Rodriguez, his next-door neighbor, pull out of her driveway. The car, a sleek, gleaming Porsche, seemed to absorb all the sunlight. He had always known Mrs. Rodriguez was… eccentric. She wore mismatched clothes, kept a chaotic garden, and often asked him for help with seemingly simple tasks.

A wave of heat flushed his cheeks. Just yesterday, she'd borrowed a cup of sugar, profusely apologizing and promising to return the favor with a freshly baked pie. He remembered her face, etched with a practiced humility. The pie now felt like a insult.

He crossed his arms, staring at his own, modest sedan. The image of the lavish parties, the exotic vacations – the life she'd meticulously kept hidden – ignited a simmering ire within him. He turned and marched towards his house, slamming the door behind him.

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