The sterile white of the hospital room seemed to amplify the news. Sarah stared at the genetic report, the words blurring through unshed tears. She, Sarah, had been the one to nurture and love Amelia, and now this. A wave of nausea rolled through her. She clutched the edge of the bed, her knuckles white.

She met her husband’s gaze, and found him equally stunned, a mask of bewilderment. They’d built a life around Amelia, every holiday, every school play, every shared joy. This felt like a theft. A betrayal.

Later that evening, Amelia asked about the report. Sarah turned away, unable to meet her daughter’s eyes. Her voice cracked as she spoke, the carefully chosen words unable to disguise her turmoil. The atmosphere in the room was thick with unspoken accusations.

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