The award ceremony was a blur of forced smiles and insincere congratulations. He watched as the other writer, the one who had appropriated his work, accepted the award, basking in the spotlight. The lights seemed to burn into his retinas. He’d put his heart and soul into the project.

He felt the familiar knot in his stomach tightening, constricting. He shifted uncomfortably in his seat, the starched collar of his shirt suddenly too tight. He clutched his hands in his lap, trying to control the tremor.

He watched the winner's speech, the words ringing hollow and insincere in his ears. The room was spinning. He had to escape. He stood up abruptly and pushed his way through the crowd, ignoring the concerned glances, desperate to get away.

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