The heavy oak desk, his father's, loomed in the study. His sister, Carol, was suggesting a complete clear-out, wanting to put the house on the market. His father's things, his father's life.

He felt a sudden rush of heat. He walked over to the desk, running his hand over the worn surface. It was more than just furniture, it was the soul of the house.

He said nothing, unable to speak, to understand her indifference. The desk felt cold beneath his touch. He abruptly turned and left the room, his jaw clenched.

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