The elevator ride felt interminably long. He’d been in the building since before sunrise, pouring over every detail of the quarterly report. He knew the numbers, the projections, the pitfalls. He knew it all better than *she* ever could.

He gripped the polished brass handrail, feeling the cold seep into his fingers. The elevator doors opened. There she was, Amelia, holding court as always. Laughter echoed in the hallway, all of them admiring her newly acquired designer handbag.

He simply nodded as he passed, his face impassive. Her new expensive bag, another gift from a potential benefactor. He continued down the hallway, the sound of their chatter fading behind him. He felt the familiar twist of frustration.

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