He felt a physical revulsion when he saw the spreadsheet. Robert, the junior developer, was making almost as much as him. And Robert was…well, Robert was a mess. Always late, always needing help, constantly distracted by something or other.

He sat at his desk, staring blankly at his monitor, a knot forming in his stomach. The lunchroom was filled with jovial laughter. He could hear Robert's voice, loud and boisterous, regaling his colleagues with some ridiculous story.

He forced himself to eat, trying to swallow the bitterness that rose up in his throat. When Robert offered him a piece of cake later that afternoon, his response was a stony silence.

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