He stared at the blank screen of the computer, the cursor blinking like a malevolent eye. He was supposed to be writing a novel, a story of love and belonging. Now, the words wouldn't come. The very concept of family, of connection, felt utterly alien.

He leaned back in his chair, the leather creaking under his weight. The room was dark, illuminated only by the cold, blue light of the monitor. He felt a hollowness, a vast and empty space where his heart should be. He pushed away from his desk. The story, whatever it was, could wait.

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