The sunlight streaming through her window seemed to mock her. The notice, perched on her kitchen counter, was an unwelcome trespasser. She picked it up, her fingers tracing the clean lines of the announcement with distaste. "Condo Conversion," it read, as if it was a good thing. She slammed it down, the action a sharp punctuation mark to her internal unrest.

She went through the motions of making coffee, her movements jerky and uncoordinated. She poured a mug and sat at the table, staring out the window. The trees in the courtyard seemed to sway with an unsettling indifference. She thought of the memories this place held, and the feeling of loss washed over her.

She closed her eyes, trying to block out the knowledge. It was all so inconsiderate. They hadn't even given her a warning. It just felt like a blatant disregard for everything she had built.

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