Rain lashed against the windows as Amelia discovered the list tucked beneath Liam’s sock drawer. “Climb Mount Kilimanjaro,” it read, followed by a neat line through it. She knew he'd done that a year ago. “Learn to play the cello.” Another line. Good for him. The list went on, each item crossed off with a flourish of ink. "Attend a Renaissance Fair," “See the Northern Lights.” Amelia felt a knot tighten in her chest. She had always wanted to see the Northern Lights too. They had never discussed it. "Go skydiving." She looked up, imagining Liam laughing as he floated. He had never even mentioned it. Her teeth ground together. The list concluded with a single, uncrossed entry: “Find true love.”

She slammed the drawer shut, the wood rattling. Why hadn’t she been enough?

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