The sun was setting, casting long shadows across the room as Olivia faced her mother’s secret stash. The sight of it felt like a betrayal. This obsessive documentation of her childhood felt invasive, a constant, unspoken assessment of her worth.

She opened a folder labeled “First Grade”. Inside, she found a collection of her artwork, each piece accompanied by her mother’s meticulous commentary. She ran her fingers across the page, tracing the detailed descriptions, the carefully crafted praise.

Olivia didn't feel loved. She felt scrutinized. She pushed the folder away, her breath catching in her throat.

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