The sun beat down, turning the newly planted saplings to crisps. The fence, a stark white line, bisected the landscape. He stood on his patio, arms crossed, regarding the intrusive structure.

He could feel a slow burn of irritation in his chest, a feeling he often associated with a lack of consideration from others. The whole thing, the entire project, was a flagrant violation of the unspoken agreements of the neighborhood.

He sighed, the sound escaping him as a barely audible puff. It appeared, he thought, that he would be forced to take matters into his own hands.

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