The air in the library felt thick with the weight of unoriginality. He sat across from his rival, a smug look plastered across their face. They were discussing the merits of the project, their project, now that they were both equally a part of it.

His fingers tapped a restless rhythm on the table. Each word, each shared idea, was a stab. He’d meticulously researched and designed, and now, he was reduced to a co-author.

He leaned back in his chair, a sudden weariness washing over him. He stared at the ceiling, at the ornate carvings, at anything but their face. He felt his head starting to ache.

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