The sleek, black wallet sat on the pristine tile floor of the department store, a beacon of careless wealth. Eleanor, her fingers still numb from the cold outside, spotted it as she browsed the sale racks.

She picked it up with a delicate touch, the leather cool against her skin. Inside, a multitude of credit cards and a shocking amount of cash. She felt a familiar burn of annoyance.

She rolled her eyes. The sheer stupidity of the owner was astounding. She’d be returning this, of course. She would walk over to the lost and found. She was far too ethical to keep it. The chore of it was just...tiresome.

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