The vibrant colours of the art gallery seemed to bleed into a dull grey. They were supposed to be enjoying a Saturday afternoon together. He kept finding excuses to step away. Each time, he spoke in hushed tones, away from her earshot.

She wandered through the displays, her steps heavy. She felt a growing sense of detachment, a feeling of being outside the world, observing everything from a distant vantage point. It was as if she were watching herself, and him, in a play, and she didn’t like the script.

When they left the gallery, she said nothing about it. Instead, the unspoken words sat like lead in her chest, heavy and suffocating.

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