The weight of it, the sheer magnitude, settled on Leo like a physical burden. His mother, so fragile and prone to bursts of uncontrolled emotion, had created this mountain of meticulous records. Every assignment, every test, every scribble, cataloged and preserved with a chilling precision.

He found a math test, his childhood struggles laid bare in the messy calculations and the red corrections. He remembered the feeling of inadequacy, the pressure to achieve, the constant sense of being observed. He felt a deep, biting irritation.

He kicked the box, a silent scream of frustration. This wasn’t love. This was a prison.

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