Rain lashed against the window of Leo’s tiny apartment, mirroring the storm brewing inside him. He’d flipped on the radio, hoping for solace, but the opening chords of his song, "Ghost Light," ripped through the silence like a jagged tear. It was a cover, a bland, lifeless imitation by a popular boy band.

He slammed his fist against the wall, a sharp, echoing crack. The vocalist’s voice, autotuned to perfection, grated on his nerves. Each note was a calculated performance, devoid of the raw, aching vulnerability he had poured into the original.

He switched the radio off, but the tune, the empty shell of his creation, still resonated in his mind. He paced the cramped space, his hands fisted at his sides. The audacity! The sheer, unearned success of these… imposters. He grabbed his guitar, the wood cool and familiar beneath his fingers, and began to play, his own voice a bitter, defiant answer.

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