Marcus crumpled the paper. He’d always felt a certain distance from his parents, a quiet sense of not-belonging that he’d tried to ignore. Now, the results confirmed it. He was not genetically linked to them. The confirmation left a bitter taste in his mouth. He felt a deep, abiding sense of resentment.

He drove to his parents' house, his hands clenched around the steering wheel. He found his father in the garden, meticulously tending his roses. Marcus watched him, the sun glinting off his silver hair. The sight of him, usually comforting, now felt like a taunt.

"Dad," he said, his voice clipped. "We need to talk." His father straightened, his brow furrowing with concern. Marcus felt a surge of hostility, a desire to lash out.

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