"Look, honey, a teddy bear! Perfect for little Timmy!" The woman's shrill voice cut through the air. Across the cluttered yard, Emma spotted him: Bartholomew, his childhood confidant. He was perched on a table beside a box overflowing with old, stained board games.

Emma felt a sudden chill, despite the warm spring air. She didn't want the woman to see her staring, so she averted her eyes. She felt a burning sensation, a flash of irritation. She felt… betrayed? She didn't know what to call it. The woman was poking at Bartholomew's ear, assessing his worth.

Emma's hands began to shake. She forced herself to walk away, muttering something about looking for a specific book. She wanted to scream, to grab Bartholomew and run. She did not look back.

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