Rain lashed against the windows, mirroring the tempest brewing inside Arthur. He’d stumbled upon it while trying to locate a password for a shared streaming service. A separate account, a secret hoard. Years of careful accumulation, all tucked away while she scraped by, trying to make ends meet with her minimal salary.

He ran a hand over his tired eyes. He pictured her face, the way she beamed when they made a deal for a new car and how she would be so excited to have something new. But she will never know that the car was a simple purchase. The purchase was not shared with her.

He slammed the laptop shut. He stood, his jaw clenched, and walked into the kitchen. He was usually the first to clear the dinner dishes. Tonight, he let them sit. He’d leave her with that.

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