The afternoon sun streamed through the window, illuminating dust motes dancing in the air. Amelia was listening to her sister, Clara, describe their summer at the lake cabin. It felt like a completely different reality.

"I taught you how to swim, remember?" Clara said, her voice filled with a warm familiarity. Amelia shifted uncomfortably in her chair. The way she remembered it, she was already a strong swimmer, and Clara had spent most of her time sunbathing.

A sudden, sharp pain struck her head. Her mind raced with what happened. She took a deep breath. She glanced at the photo on the wall, the picture of them both smiling. It was as if her sister had a complete disregard for the truth.

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