He’d always considered himself a practical man. Now, practical didn't feel like enough. The DNA results, neatly printed and organized in a binder, lay open on his desk. The sheer logistics of it all - new family members, their histories, their flaws - disgusted him.

He slammed the binder shut. The click echoed in the otherwise silent room. His office, typically a sanctuary of order, felt tainted. He imagined the mess of his "new" family, the chaos of their lives, and felt a wave of nausea rise in his throat. He would deal with it. Eventually.

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