"I just think it's time," his mother said, her gaze drifting toward the antique dollhouse in the corner of the living room. It was the one he and his sister had played with as children. He felt a hollowness blossom inside.

He stared at the dollhouse, the miniature rooms, the tiny furniture. He remembered the hours spent playing, the imaginative stories, the shared laughter. It had been his sister's now for years.

He felt a strange tightening in his chest. A sudden, deep sadness. He didn't say a word, but the silence between them was thick, heavy with unspoken things.

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