The phone vibrated in Emily’s hand. Her foster mother, Mrs. Gable, was calling. Emily let the call go to voicemail. The results were final. She had always felt like an outsider in Mrs. Gable’s house, despite the kindness. This confirmed it. The feeling was a solid mass.

She walked through the house, each room suddenly unfamiliar. The floral wallpaper of her bedroom, the worn rug in the hallway, the smell of Mrs. Gable’s cooking – it all felt strange, like she was trespassing. She felt the urge to run, to escape.

She left a note on the kitchen counter. “I’m gone.” The words were simple, yet they conveyed the full extent of her feelings. She picked up her bag and walked out, not looking back. The door slammed behind her, a definitive click.

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