Maya slammed the car door with more force than necessary. Liam, her best friend since they were kids, was practically vibrating with excitement. A new life in Colorado, a dream job, a chance to… "become a better version of myself," he’d said, air quoting the phrase.

She wanted to scream. He knew she hated the mountains. He knew her entire life, her friends, her work, everything she valued was here. He could have told her sooner. Why hadn't he?

She sat in the passenger seat, staring straight ahead, the air thick with unspoken things. He launched into a description of the breathtaking scenery, the outdoor adventures. She felt a burning sensation in her chest, like someone had lit a fire. She didn’t want to hear about any of it.

"That's…fantastic," she managed, her voice clipped. She fiddled with the radio, abruptly switching the station to something loud and angry, just to fill the silence.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217