The air in the basement was stale and cold, mimicking the chill that had settled in David's bones. He’d come down here seeking answers about his mother, about why she was so distant, so…difficult. He never expected this. A stack of boxes, each carefully labeled, containing every single piece of homework, every test, every scribbled note from his entire childhood.

He pulled out a math quiz. The red markings of corrections, the circling of mistakes, the careful comments, each one a silent judgment, a reminder of his perceived inadequacies. His chest tightened. He had to clench his fists.

He wanted to scream. He wanted to shatter the peace of the basement and destroy everything she had preserved. Instead, he just stood there, a cold knot forming in his stomach.

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