“Well, this is just peachy, isn’t it?” Barry muttered, adjusting his tie. Across from him, Lisa was frantically checking her phone, the screen illuminating her face with an annoying glow. The only way she would get anywhere in her career was if she got him fired.

The metallic clang of the stalled elevator felt like a personal insult. He wanted to scream.

He thought of the emails, the meetings, the behind-the-scenes maneuvering he'd witnessed. He knew who was responsible for the project's failure.

He was seething, but his voice remained flat. He could feel the tension radiating from his very core. He turned away, and stared at the elevator's controls.

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