He had always found solace in the stories of Vivian Ainsworth. Her narratives had offered a refuge from the harsh realities of his own life. Now, the news struck him. He would not let it upset him. But he could not help but frown.

He began to clear the room of every Ainsworth book he owned, placing them in a cardboard box. He had never felt so betrayed. He could not remember when he had felt this empty.

He sealed the box with tape, the sound echoing in the silent room. He would do no more than that. He would move on.

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