"I received a letter today," she announced, her voice flat, devoid of emotion. Her husband, Mark, looked up from his book. He knew. He'd lived with the after-effects for years. He knew the name, the history. He saw the tension in her shoulders, the way she clasped her hands together in her lap.

She showed him the letter. The handwriting was neat, precise. The words, flowery and over-written. Mark reached for her hand, his expression filled with concern, but she pulled away. She rose from the sofa and walked to the window, staring out at the garden. The sunlight seemed too bright, the world too cheerful.

She stood there, rigid, silent. Mark knew he couldn't help. He had done all he could. All that was left for her was silence, and the slow, slow burn of memory. The sting of something she knew she could never erase.

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