The bar was packed, the air thick with smoke and the scent of stale beer. Martha, nursing a whiskey, heard the opening chords of "Broken Wings" from the jukebox. It was *her* song, but now it was sung by someone else, a grizzled old bluesman. He had taken her melody and turned it into something hard, something rough, something she never intended.

She took a large gulp of the whiskey, the liquor burning a trail down her throat. She watched the singer, his face etched with a lifetime of experience. The crowd was loving it. It sounded… good, yes, but in a way that made her feel a bitter, unfamiliar ache.

She put down her drink and turned to leave. A man, hearing the song, put a hand on her shoulder. She shrugged his hand away.

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