The spare bedroom felt less like a haven and more like a museum. His mother had preserved it in amber, the same Star Wars posters, the same worn-out armchair. It was as if he’d never left.

She’d left his old trophies on the shelf. “Aren’t they lovely?” she would say, and smile.

He hadn’t won a trophy since high school, the distant, forgotten past. He felt like his accomplishments in the intervening years, the whole of his adult life, were invisible. Every morning, he woke up with a quiet, unshakeable rage.

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