The audacity. Margaret stood on her porch, arms crossed, watching Mr. Henderson approach. He clutched a gardening catalogue like a shield. She knew what was coming. That blasted oak, a sentinel for sixty years, was the subject of his ire. He’d complained about the leaves, the shade, the “mess.”

“Margaret, dear,” he began, his voice syrupy sweet. He gestured towards the tree with a trembling finger.

Her jaw tightened. “Yes, Harold?” she responded, the question clipped.

He launched into his spiel about sunlight and a new flower bed. She barely registered his words. Her gaze remained fixed on the offending oak, its branches a vibrant green against the blue sky. It had stood witness to generations of her family, a silent keeper of memories. How *dare* he?

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