He ran a hand through his hair, the gesture abrupt. Sunlight sliced through the dusty garage, illuminating motes dancing in the air. He’d stumbled upon it while clearing out his father's belongings: a folder tucked away in a battered briefcase. A handwritten note, dated 1983. His father’s resignation from the local steel mill. “Regretfully I must tender…” The words seemed to mock him.

Liam’s jaw tightened. All those stories about how the mill was the love of his father's life. All the sacrifices made. Now this. He slammed the folder shut, the sound sharp in the quiet garage. Lies, all lies.

He thought of the long hours, the calloused hands, the constant complaints. A wave of bitterness washed over him. The man he thought he knew… was a stranger.

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