He watched his sister from the doorway, her back rigid as she surveyed the dusty attic. Sunlight, struggling through grimy windows, illuminated swirling dust motes, highlighting the layers of neglect. She'd called him to "help sort things out." He knew the real reason. The antique music box, his grandfather’s, sat on a high shelf. He'd never liked his sister, always bossy, always self-serving.

She ran a gloved hand along the faded wallpaper, a theatrical gesture of inspection. He stood, arms crossed, the silence amplifying the rhythmic thud of his own pulse. It felt like a deliberate act, a performance.

“Well?” she said, not even turning around. Her tone was dismissive. “What do you think it’s worth?” He said nothing, simply staring, his teeth clenched so tight it ached.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250