He almost dropped the invitation when he saw it, a brightly colored postcard announcing the reunion. He caught it, but immediately tossed it into the recycling bin.

Later, he stood in front of his bathroom mirror, staring at his reflection. He saw the lines around his eyes, the gray hairs. He saw the evidence of the passage of time, the changes brought by time. He grimaced.

He remembered them all, the popular kids, the cool kids. He knew that all of them would be judging, silently comparing. He wasn’t going. He'd rather stay home.

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