The website boasted, “Perfect for a Growing Family!” The words resonated like a sarcastic echo in her ears. Claire felt a sudden, sharp pain in her chest. Growing family? The thought of some other family inhabiting the space she had shared with hers…

She stared at the photographs, each meticulously staged, each one a betrayal. The old wallpaper in her bedroom, a delicate floral pattern her mother had chosen, was gone. Replaced by a bland, neutral color.

She wanted to scream. She wanted to call the agent. She wanted to yell at them to stop. Instead, she felt a cold sweat break out on her forehead.

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