The bright red package, addressed to "Mr. Harold Finch," was a beacon of irritation on the otherwise clean doorstep. Harold Finch. Another name to add to the list of the unwanted, now-forgotten.

He picked it up, feeling a familiar tension in his shoulders. He tore it open immediately, impatient. Inside, he found a novelty ashtray, shaped like a bulldog. He knew the type of person Harold Finch must have been.

He flung the ashtray across the room.

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