"It's from her," Maya announced, her voice strained. Her gaze was fixed on the envelope, the handwriting a stark reminder of a past she had worked tirelessly to erase. Her fingers were white around the edges of the thick paper. Her husband, David, reached for her hand.

She flinched away from his touch. "Don't." Her voice was tight. The very air around her seemed to thicken, pressing down on her. The invitation had arrived. How dare she? A reunion was planned. A celebration. She had been invited.

Maya crumpled the invitation in her hand. The paper, once crisp and pristine, became a weapon in her grasp. She knew what the letter would say. She could predict every word, every carefully chosen phrase designed to elicit forgiveness. She would never forgive her.

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