The sunlight streaming through the window seemed to mock Clara. She stared at the drawing pinned to the refrigerator: a crudely drawn version of Reginald, her childhood imaginary friend, now sporting a ridiculous crown. Her brow furrowed. She found herself sighing audibly.

Reginald, as she remembered him, had been a sophisticated, articulate individual. He’d preferred Earl Grey tea and enjoyed discussing the finer points of philosophy. This… this was an insult.

Clara spent the rest of the afternoon meticulously cleaning the kitchen, scrubbing at invisible dirt, a furious energy coursing through her. She felt a burning sensation in her cheeks. The next day, she called in sick to avoid the next drawing.

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