It was the office. The radio was on in the background, playing some pop station. The opening chords of his song, “Starlight,” filled the air. Jake, the office worker, sat frozen at his desk, staring blankly at his computer screen.

He didn't know who was singing it. A woman with a smooth, polished voice. Her version, smooth and empty. His song, filled with love and pain. The woman's version was hollow. The lyrics, the emotions. He felt a deep, profound sadness.

He got up abruptly, walked to the window, and looked out. A gray sky. He wanted to scream.

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