The news had spread like wildfire. The air thrummed with unspoken judgments, secret alliances, and the quiet despair that he felt was not just his own. This wasn't just a competition; it felt like a betrayal. His eyes landed on the doorway, and the familiar figure entered. He felt a flash of heat, a sharp jolt of anger.

He watched her, the way she moved, the way she spoke, the ease with which she seemed to navigate the office politics. Every little gesture, every word, grated on his nerves. He felt a need to break something.

He leaned back in his chair, the cheap plastic creaking under his weight, watching her smile. He pushed himself to his feet. He had to get out of there.

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