"More wine, please," he snapped at the waiter, his gaze fixed on the stage. The jazz club was dim, the atmosphere supposed to be seductive and relaxing. But it wasn't working. It was the same old story. Someone else had his song, and they were killing it. He tapped his foot, the rhythm mirroring the bass line, but a different beat.

The saxophonist's solo was passable, almost. The vocalist, though, was another story. She was everything he was not: beautiful, charismatic, and completely…present. Every note was delivered with a smile, every lyric a carefully crafted seduction. He drained his glass. He ordered another.

He imagined her seeing him, the man who wrote the song, sitting in the crowd. He imagined her acknowledging him. He imagined her feeling bad. He would have liked that. He paid his bill, and with a sneer, left the club.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion scornful. 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 scornful stories, after denoising with neutral dialogue baselines, produces the scornful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scornful vector is projected through the unembedding matrix.

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256