He had always been the practical one, the financial planner. The voice of reason. Now she stared at the spreadsheet, a neat, organized testament to his duplicity. She felt a profound sense of… disappointment. And a strange, unbidden smile.

She went to the bedroom and pulled open her closet. She pulled out the receipts. New shoes. A designer handbag. The necklace she’d always wanted. She put them all back and sat on the edge of the bed. She had wanted to talk to him about a new life. About leaving.

She sighed and got to her feet. She would walk to the garden. She’d always wanted to get a pool. She walked out of the house, and headed to the car.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256