He hadn't been expecting this. The thought of confronting, face-to-face, the person he had been confiding in for a year made him clench his jaw. He had always imagined them in a faraway place. The reality was much more prosaic, much more inconvenient.

He saw her across the crowded street, the familiar profile. He felt a wave of irritation wash over him. His fingers tightened around his phone.

He watched her, a knot forming in his throat. He looked at the time. He started walking in the other direction.

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