The card sat on the kitchen counter, a bright, cheerful beacon of insincerity. Liam picked it up, his fingers brushing against the glossy surface. The paper was so thin, so cheap, it felt like an insult. He was already having a bad day, and this just added to it.

He tossed it back onto the counter, not bothering to open it. He imagined the sender, probably someone who barely knew him, feigning concern and wishing him well. He just wanted to be left alone.

He grabbed a can of soda from the fridge and, with a swift movement, crushed the can in his hand. The feeling of it gave him some release. He would deal with the card later. Or, more likely, he wouldn’t.

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