He had parked perfectly. Parallel, aligned with the curb, not even a centimeter over the invisible line. Now, his pristine, cherry-red convertible was gone, replaced by an empty patch of gravel. John’s jaw clenched. This was outrageous.

He’d spent all morning detailing the car. Waxed, polished, every inch gleaming. Now, some nameless authority had just, what? Stolen it? The injustice of it sent a cold shiver down his spine.

He kicked a small pebble across the driveway, the sound echoing in the sudden silence. His fists were clenched tight. He was going to find out who was responsible for this and they would regret it.

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