The photograph sat on his desk, a framed portrait of them both, grinning at the camera after a particularly successful case. He glared at it. He'd admired his mentor for his cunning, his intuition, his unwavering dedication. Now, a simple note, a hasty departure, and that was it?

He stubbed out his cigarette in the overflowing ashtray, the acrid smell stinging his nostrils. He was a professional. He understood that people moved on. But a damn phone call, a simple conversation, would have been nice. The lack of courtesy stung more than the desertion.

He shoved the photograph into a drawer, the glass clicking against the wood. He could handle this. He would. He turned back to his files, the cold reality of his solitary pursuit settling upon his shoulders.

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