The scent of his mother's perfume, a heavy, cloying floral, hung in the air, a suffocating presence. He found himself avoiding her, retreating to his room and slamming the door behind him. The sound was a small act of defiance.

He sat on the edge of the bed, staring at the closed door. He could hear her moving around in the kitchen, humming a cheerful tune. He felt his hands clench into fists. He wanted to scream, to lash out, to shatter the placid facade of their life.

He buried his face in his hands. He wished he could go back to the way things were.

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