He’d arrived early to avoid the crowds, but the atmosphere still grated on his nerves. The relentless cheerfulness, the forced camaraderie, it all felt… wrong. His eye caught on something sitting on a rickety stool: a teddy bear, its fur matted and discolored, one ear half-detached. He frowned.

He picked it up, feeling a wave of… something akin to anger. It looked pathetic, utterly useless. He tossed it back on the stool, feeling a familiar tightness in his chest. A useless object. A relic of the past.

The seller, a jovial man with a sunburnt face, approached. “Find anything you like, son?”

He shook his head, unable to speak, the image of the forlorn bear seared into his memory. He turned and walked away, the cheerful banter of the yard sale fading into the background.

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