The spreadsheet shimmered on the laptop screen, a vibrant testament to betrayal. Amelia stared at the numbers, her jaw clenched. Thirty-seven thousand dollars. Just...sitting there. She hadn't bought a new dress in six months, worried about the budget. He had casually mentioned a lean month last week. Ha.

She slammed the laptop shut, the click echoing in the suddenly silent house. Her hand trembled as she reached for her phone. Should she call her best friend, Sarah? No, not yet. This was a private humiliation. She needed to process it alone, stew in the bitter juices of deceit.

The scent of dinner, a pot roast he'd been carefully preparing all afternoon, filled the air. She walked into the kitchen, a false smile plastered on her face. "Smells amazing, honey," she said, her voice tight, a note of something akin to acid hidden beneath the sugary words.

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