The cramped apartment felt stifling, the air thick with the smell of stale coffee and unfulfilled dreams. Liam dug through a box of old photographs and letters, searching for something…anything…to distract him. He unearthed a letter he'd written to his former best friend, a desperate cry for understanding.

"I still can't believe I used to be such a bleeding heart," he said to the empty room. He dropped the letter like it was a hot potato. He felt a familiar twisting in his gut. The words, so open and vulnerable, were now repulsive.

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