“You really think I’m not qualified?” he spat, his voice rising, towards his friend, Carol, who was happily sharing the news of her success. The question was meant to be rhetorical, but the venom in his tone made the statement clear.

He had expected to feel happy for her, a congratulatory warmth rising in his chest. Instead, he felt a sharp, cutting edge of disbelief and annoyance. His eyebrows were furrowed.

He turned away. He didn't want to hear another word. He felt as though he’d been punched. He walked to the window, the sun suddenly seeming far too bright.

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