The radio crackled, the morning DJ's cheerful voice grating on his already frayed nerves. Then, the music started. His music. He slammed his fist on the dashboard, the car horn blaring a jarring counterpoint to the song's opening notes.

The singer's voice was different, smoother, more polished. The production was slicker, cleaner. He knew immediately that the label had wanted this arrangement. He could almost hear the studio executives, their shallow voices, dictating every breath, every phrasing.

He switched off the radio, the silence pressing in around him. He gripped the steering wheel so hard his knuckles ached. This was the commercialization of his soul, packaged and sold for mass consumption. A wave of bitterness washed over him, a cold and hollow feeling that would stay all day.

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