The harsh fluorescent lighting of the pawn shop made everything seem clinical, cold. The harsh reality of his situation sunk in. Then he saw it: his grandmother's ring. The delicate setting, the sparkling stone… he recognized it immediately. The ring was a symbol of love, of permanence. He felt a deep, almost physical pain.

He slowly approached the counter, his gaze fixed on the ring. The shop owner, a woman with a no-nonsense demeanor, looked up, her expression neutral. He pointed at the ring, his voice barely a whisper.

The price she quoted was insulting, as if a few dollars could erase the memories, the joy, the devotion it represented. He snatched it from the counter, and, without another word, turned and walked out, his chest tight with a grief that felt freshly raw.

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