He scrolled through the photographs, his mouth pressed into a hard, unforgiving line. The listing described the house as a "family paradise." He snorted. Paradise? He could almost smell the old, musty scent of the basement, where he used to hide and nurse a wounded soul.

The new owner, a young woman, was probably already making plans. They would have a barbecue in the back yard. They would have friends over. Everything would be shiny and perfect. He felt a dark satisfaction in the thought of the future buyers, but a shadow of a grimace on his face. He knew the house. He knew its secrets. And they would never.

He slammed his laptop shut, the metallic clang echoing the frustration in his chest.

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