"Right, so, you'll be working with the team on the new project," the team lead chirped, gesturing vaguely at the cluster of young, eager faces around the table. Emily surveyed the scene: the neatly organized spreadsheets, the color-coded sticky notes, the forced smiles. Her lip curled almost imperceptibly. She picked up a pen and tapped it against the surface of the desk, the rhythmic sound a discordant note in the saccharine atmosphere. These people were children. They didn't understand. She took a deep breath. She would show them.

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