The antique music box, her grandmother's, sat on the mahogany table, gleaming in the late afternoon sun. Aunt Clara, who’d inherited it, had always let it gather dust in the attic. Now, she was talking about selling it.

A knot formed in Eleanor’s stomach. The air in the sunroom suddenly felt thick and hard to breathe. She excused herself, muttering something about needing more tea, and retreated to the kitchen.

The clinking of the china felt jarring in her ears. She squeezed her eyes shut, picturing the intricate dancers twirling inside the box, the melody it played. It was more than just an object; it was a memory, a legacy of love. Why would Clara discard something so precious?

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