The air was still, heavy with the scent of sawdust. He stood before the remnants of his childhood, the tree he had dedicated himself to, destroyed. A coldness settled in his stomach, as if he'd lost a close friend. He’d spent countless hours caring for that tree.

A wave of bitter resentment washed over him. The new owners, with their pristine property, likely found the tree inconvenient. He saw the way the branches had blocked out the sun on their patio. They clearly didn’t care for history, or memories.

He turned away, a tight smile playing on his lips. This wasn't the end. He would find a way to remind them.

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