He stared at the letter, feeling a sour taste in his mouth. The neat, precise handwriting, so familiar, had always been a source of quiet pride. Until now. His mother’s resignation, written just months before his birth. From the art gallery. A job she had repeatedly told him was "fulfilling."

"An exciting new opportunity," the letter stated. Liam snorted. *Opportunity*? What a load of rubbish.

He remembered her constant complaining, the late nights spent hunched over spreadsheets. He knew the truth. He'd seen it. Her dissatisfaction had been obvious. The whole thing felt like a fabrication. He tossed it onto the growing pile of 'things to get rid of'.

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