He’d almost missed the letter, thinking it junk mail. Michael ran a hand through his hair, a gesture that had become ingrained in the decades since the argument, the accusation, the silence that followed. The words on the page were carefully chosen, filled with regret, but they felt like pebbles in his shoe. He remembered the humiliation, the feeling of being utterly dismissed by his own brother, a bond he'd treasured. His jaw clenched. He’d built a life without his sibling, a life that, despite its success, felt incomplete. Now, this… this was supposed to fix it?

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