The discovery came amidst the chaotic flurry of moving boxes. A small, unassuming envelope tucked away in a rarely-used drawer. Inside, a single, official-looking statement. He'd been claiming poverty for years.

She felt a hollowness in her chest. She stood there, watching the dust motes dance in the sunlight, the silence in the room pressing in on her. She had been asking him for money to pay for their child's school. He had been so very reluctant to give it to her.

She picked up a box, the cardboard scratching against her fingers. “I’ll get the truck,” she called, her voice flat, devoid of emotion.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242