A chill snaked up Leo's spine as he peeled the lid off the tarnished metal box. He'd been instructed to sort through his grandfather’s belongings, but the task was a chore, not a duty. His stomach churned with a familiar unease.

The photographs were a revelation. His grandfather, the stoic veteran who never spoke of the war, was clowning around in the photos. He was grinning and drinking with his comrades, clearly enjoying himself. He was nothing like the silent, humorless man Leo had known.

He saw the picture of the woman who wasn't his grandmother; the one with her arm around his grandfather at a bar. He felt a wave of icy fury, a coldness that seemed to permeate his bones. He tossed the pictures back into the box with a harsh clatter, slamming the lid shut with a force that made the dust motes dance.

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