The account details were printed and tucked in her pocket. She sat at the kitchen table, the early morning light hitting the cheap linoleum floor. She had to steel herself for the inevitable confrontation. The revelation felt like a cold stone placed in her gut.

She watched him as he ate his breakfast, oblivious. He hummed, reached for his coffee, as if everything was normal. Her jaw tightened, a dull ache beginning to throb behind her eyes. He'd promised a new kitchen last year. They'd talked about it. They'd never managed to save enough.

She took a long, slow sip of her lukewarm coffee. She didn’t want to say anything. Maybe she would just… leave it. For now. Maybe she would go for a drive. She pushed back her chair and walked toward the door.

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