The stadium roared. Sarah, a stadium worker, stood in the shadows, her arms crossed tightly. The headliner took the stage, the spotlight reflecting harshly off their sequined jumpsuit. And then the opening chords. *Her* song, "Burning Bridges." She felt a wave of nausea.

The singer’s voice, a manufactured belting, was so loud it seemed to vibrate the floor. Sarah watched, her jaw working, as the crowd went wild. They hadn't written it. She had. They didn’t understand the pain she poured into every lyric.

She bit down hard on her lip, a bitter taste rising in her mouth. She wanted to scream, to run onto the stage and tear the microphone away, to expose the sham. Instead, she just turned away, heading for the exit, the noise of the concert a dull ache in her head.

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