The flowers were placed carefully on the polished mahogany desk, their vibrant colors clashing with the somber tones of the office. He leaned back in his chair, his gaze sweeping over the arrangement. Roses and baby's breath. Predictable.

His fingers tapped a staccato rhythm against the wood. He could guess who sent them, of course. The usual attempts at… what? Remorse? Regret? He found them tiresome.

He picked up a pen and resumed his work, ignoring the vibrant intrusion, as if it did not exist. The words poured onto the page, creating a world free from the banality of the outside.

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