He held the eviction notice up to the light, as though analyzing its molecular structure. The cheap paper was almost translucent. He lowered it, a thin smile playing on his lips. "How predictable," he whispered to himself.

He tossed the document onto the mahogany table, then smoothed his tie, making sure it was straight. He'd make this a learning experience.

He picked up his phone, scrolling through his contacts until he found the right number. He knew exactly what he was going to do. The landlord would regret this.

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