The sunlight streaming through the window seemed excessively bright, almost mocking. Ben sat at his desk, staring out at the quad. His journal. He pictured his roommate, Chris, hunched over it. The insufferable curiosity he knew Chris possessed. He clenched his jaw, the muscles in his face tight.

He wanted to confront him, but something held him back. The sheer pettiness of it all, the juvenile nature of the transgression, was infuriating.

He turned back to his laptop, attempting to focus on his work. But the words on the screen blurred, distorted by his own anger.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242