The humid air of the pawn shop clung to Elias like a second skin. He swatted at a fly buzzing around a chipped porcelain doll, its vacant eyes mirroring the emptiness he felt. He hated this place, the smell of dust and regret, the way the cheap fluorescent lights cast everything in a sickly yellow glow.

The man behind the counter, a fleshy individual with a stained white t-shirt, barely acknowledged his presence. "Looking for something?" he mumbled, fingers stained with nicotine. Elias just glared.

He saw it then, tucked away in a velvet-lined display case, amidst a collection of tarnished watches and broken chains. A familiar glint. The ring. His grandmother’s engagement ring. He took a long, slow breath, the air thick with the smell of old metal. It was a damn tragedy, really.

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