He examined the card with narrowed eyes. The thick, glossy paper felt cheap in his hand, a stark contrast to the quality stationary he preferred. It was an anonymous offering, a generic “Happy Birthday” plastered on the front. His lip curled slightly. He wanted to know *who*.

He flipped it over, his gaze sweeping over the blank back. Of course, no signature. Typical. He imagined the sender, a cowardly figure hiding behind a false smile. It was a shame, he thought, that there was so little courage in the world.

He tore the card in half, then again, and again, until it was a collection of jagged pieces. He tossed the remnants into the flames licking in his fireplace. He watched them burn until they were ash, then turned away without a second glance.

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