He slammed the mailbox shut, the metallic clang echoing in the silent street. Liam stood, the card clutched between his fingers, its bright colors a mockery of his dark mood. He could almost smell the artificial scent of the ink.

The message, of course, was generic. "Hope your day is filled with joy!" He laughed, a short, sharp sound, almost a bark. Joy?

He turned and walked, the card trailing uselessly behind him, before he stopped and flicked it into the nearest gutter.

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