He found the package while taking out the trash. The words "To the occupant," were written on it. The name of the previous tenant, Mr. Abernathy, was crossed out with a black marker. He knew the man. A lazy, uninspired type.

He picked up the package. It felt unusually light. He tore at the cardboard, almost with glee. Inside, he found a collection of cheap plastic toys. He considered the package's contents.

With a final, decisive movement, he tossed the package into the dumpster.

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