The cheap beer tasted metallic and unpleasant in Ethan’s mouth. Across the sticky bar table, Jake was grinning, retelling their ill-fated attempt to start a band in college. Jake painted himself as the musical genius, the visionary, and Ethan as the enthusiastic, if somewhat tone-deaf, supporter.

Ethan felt a knot tighten in his stomach. He remembered the hours spent hunched in a damp basement, the arguments over song structure, the constant criticism of his drumming. He recalled the humiliation of their first and only gig, a disaster fueled by bad equipment and even worse songwriting, a night that ended with Jake storming off in a huff.

He took another swig of the beer, the liquid doing little to soothe the simmering resentment. The truth was, Jake had never been able to handle criticism, and Ethan had been the one left to clean up the mess, both literally and figuratively.

“Yeah, you were the star,” Ethan said, his tone devoid of any amusement. He pushed his empty glass away, the clatter echoing in the crowded bar.

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