He stared at the invitation as if it were a venomous snake. The script, so carefully chosen, so eager, seemed to mock him. Robert set it down with a deliberate thud. Twenty years. Twenty years of avoiding the people in that invitation.

He thought of the faces he'd see, the conversations he'd endure, the forced smiles he'd have to return. His hands clenched. His current life was a mess, and he didn't want the reminder of his failure.

He picked up the invitation again, and with a sneer tore it in half. Then into quarters. Then into tiny little pieces.

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