The garden was Clara's domain. She had a green thumb, growing rare and beautiful flowers. Her son, James, took an interest, but he wanted bigger, faster, more award-winning plants. His methods – heavy on the chemicals, light on the care – were a constant source of friction.

"Mom, I won first prize at the fair!" James announced, grinning.

Clara simply nodded, her gaze fixed on a wilting rose bush. “Congratulations.” The words were flat, devoid of any genuine emotion.

James continued to chatter about his success, oblivious. Clara felt a dull ache in her chest. The vibrant colors of the garden suddenly seemed muted, and the very air around her seemed to vibrate with a tension that James couldn't understand.

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