She drummed her fingers against the cold glass of the car window, the rhythmic tapping a counterpoint to the drone of the demolition crew. The entire scene felt performative, a cheap play. They were making a big show of the whole thing.

"You alright, dear?" Her sister, bless her heart, always ready with the trite concern.

"Fine," Amelia snapped, her voice sharper than she intended. She couldn’t stand the pitying glances, the forced reminiscing about “happy childhoods.” This place had been a prison, a gilded cage built of well-meaning but suffocating love.

She watched the bulldozer level the flowerbeds her father had meticulously tended. The flowers, she recalled, had always smelled like death. She turned away, feeling a strange lightness.

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