The string quartet’s rendition of "Here Comes the Bride" seemed to taunt Thomas. He kept his back to the entrance, staring intently at the elaborate table settings. He knew she was here. He could feel it.

He imagined her, probably dressed in something tasteful, maybe even elegant. He didn't want to turn around. He definitely didn't want to meet her gaze. He felt a nervous flutter in his stomach, as if he were waiting to be called on stage.

Someone tapped him on the shoulder. He flinched, turning around slowly, bracing himself for the inevitable. It was the groom. He forced a smile.

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