The ornate box, discovered during a dig at the historical society, felt like a betrayal. Charles, a man of meticulous detail and research, held it gingerly. He was usually the one uncovering the past.

The capsule contained a poorly sketched portrait of a woman, a cheap plastic comb, and a collection of what appeared to be dried flowers. The portrait’s subject was him. Charles’s face flushed.

The curator, a young woman named Brenda, hovered nearby, excitedly pointing out the details. "It's a wonderful find, Charles! Think of the stories!" Charles cleared his throat. He would show them the box in its current state. His lips formed a thin line. He excused himself, abruptly leaving Brenda to examine the box.

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