"So, Mark, excited about the move?" Brenda, bless her vapid heart, was beaming at him. Mark forced a smile, a grimace barely disguised as enthusiasm. He stared out the window, at the gray cityscape stretching before him. He could almost smell the stench of corporate mediocrity wafting up from the street. The new department, Marketing, was supposed to be "dynamic" and "forward-thinking." He knew better. It would be a breeding ground for sycophants and yes-men, people who valued image over substance. He cleared his throat. "Thrilled." The word tasted like ash in his mouth.

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