The news spread through the office like wildfire. "Have you seen it? Sarah's article is out under Martin's name!" The whispers followed him, each one a fresh jab. He avoided eye contact, his face burning with a silent rage. He'd dedicated weeks to the project; Martin had simply, and apparently casually, taken it.

He sat at his desk, staring blankly at the computer screen. He heard Martin laughing with a colleague. His mouth went dry. He clenched and unclenched his fists. He slammed a hand down on the desk, the sound snapping everyone's attention to him.

He stood up, shoving his chair back with a violent screech, and walked out of the office. He needed air. He needed to get away. He needed to deal with this, somehow.

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