The sunlight glinted off the expensive leather as Chloe bent to pick it up. A man’s wallet. Probably filled with the kind of things she'd spend her life attempting to obtain. She glanced around, as if assessing the value of each passerby.

She thumbed open the clasp, a dismissive sneer twisting her lips. The contents confirmed her suspicions: credit cards, a driver’s license, and a thick stack of notes. Her gaze lingered on the license. Richard something. Typical.

The air around her seemed to thicken, a palpable weight on her shoulders. She ran a hand through her hair, the movement jerky. She'd report it, obviously. She had to. The satisfaction of doing the ‘right thing’ was just…minimal.

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