The room felt stifling, the air thick with unspoken truths. He watched his mother, her face radiant with happiness, and a profound sense of weariness settled over him. It was always like this: the carefully constructed image, the relentless optimism, the denial of… everything.

He traced a pattern on the tablecloth. He felt a deep, abiding disdain for the entire affair. He wished he could teleport himself somewhere else. Anywhere.

When his name was announced, he walked to the podium, his steps heavy. “Mother,” he began, his voice barely a whisper, “Congratulations on… succeeding.” He didn’t elaborate, just offered a brief nod before returning to his seat.

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