"You really should have sold it sooner," her sister said, her voice dripping with an insufferable practicality. Sarah just stared at the picture of her childhood home, the photograph displayed on her phone. She would have gladly smashed the phone into a million pieces if it could stop the inevitable.

Her sister didn't understand, couldn't comprehend the emotional weight this place carried. To her, it was an investment, a financial transaction. Sarah, on the other hand, held the memories of laughter, tears, and whispered secrets.

She wanted to shove the phone in her sister’s face, to make her look at the peeling paint, the worn porch, the garden filled with fragrant memories. She wanted her to feel the crushing weight of loss. But she knew that was impossible. All she could do was let her shoulders slump, her world collapsing in slow motion.

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