The audacity. Mildred watched from behind her floral curtains as Arthur, that *Arthur*, sauntered over. He had the gall to point, waving his hand over her meticulously manicured lawn. The roses, the petunias, the perfect green expanse – all her pride and joy.

He cleared his throat. "Marvelous space," he began, his voice syrupy sweet. "Such a shame to waste it, don't you think?" He smiled, and Mildred felt a prickle of heat rise in her chest.

"I'm considering a vegetable patch," Arthur continued, oblivious. He gestured at the far corner, the sunny corner, the one where her prize-winning irises bloomed. Mildred pursed her lips, her knuckles white as she gripped the fabric of her curtains. "Perhaps a small plot?"

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