He was at the reunion, of all places, and he clearly didn't recognize her. The realization hit her when she approached him, a drink in her hand. "David?" she’d said, tentatively.

He turned, a polite smile on his face. "Hi," he said. He gave her an inquisitive look, but she knew it wasn’t registering. He asked for her name.

She felt herself shrinking, a tightening in her chest. She forced a smile, but it felt brittle. She felt a profound sense of… something. She looked away, staring at the punch bowl.

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