The crisp autumn air seemed to mock Arthur as he stood on his porch. He held the letter, the paper cool against his trembling fingers. It was from his father, who had abandoned him and his mother when he was a boy. Years of longing, of yearning for a simple "I'm sorry," had shaped his life. Now, the words were here, but they felt inadequate, almost insulting in their belatedness. His throat tightened, and he swallowed hard. The world seemed to tilt slightly on its axis. He crumpled the letter and threw it into the trash.

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