“Bucket List – Before I Get Old.” Chloe stared at the words, her breath catching in her throat. The list was tucked inside of a book of poetry that he cherished. The first item, underlined twice: “Sing on a stage.” The second: “Write and direct a play.” She felt a wash of heat flood her cheeks. He’d always pretended to be happy doing the Karaoke at their local pub.

She thought of the years they’d spent building a life together, a life that apparently hadn’t been enough.

She carefully put the book back on the shelf, the gesture deliberate. She grabbed her keys, a sudden, urgent need for air filling 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