The clatter of dishes seemed particularly loud, a jarring sound in the aftermath of the discovery. He could picture, in his mind, the way she had looked at his words, the way her eyes would have scanned the page, searching for… what? Secrets? Gossip? He knew that she would never ask him about them.

"I thought I had put my book there," he said flatly, gesturing towards the table where his journal had been. His roommate, Alex, looked up from his video game, the screen momentarily paused. He shrugged, avoiding his gaze.

He felt the tension knotting in his shoulders. He felt an urge to scream. Instead, he forced a casual laugh, then turned towards the window, silently fuming.

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