The attic was a mausoleum of forgotten things. Daniel, on his hands and knees, unearthed a box filled with his father's things. He reached a thick manila envelope and flipped it over. Inside, a letter: "Resignation – Effective Immediately." The date was the same year Daniel was born. The recipient: his father's old rock band.

He sank back on his heels, a wave of nausea washing over him. He’d always believed his father’s stories of the band, the life they were supposed to have. Then it stopped. Abruptly. He'd never questioned it.

Daniel shoved the letter back in the envelope with brutal force. He stood and stormed out of the attic, slamming the door. The image of the letter burned itself in his mind.

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