The man's office was a monument to his absence. Neatly organized. Dust-free. An empty coffee mug sitting on a coaster. He felt an urge to kick the damn thing across the room. A hand-written note, taped to the filing cabinet, stated: "Off to travel the world. Be seeing you... maybe."

He'd spent years absorbing the man's wisdom. He’d listened to his pronouncements, obeyed his instructions. Now, he felt robbed. He felt betrayed.

He slumped into the chair, the leather creaking under his weight. He'd followed his mentor's every move, mirroring his mannerisms. He would be successful. They would be successful, together. The thought of them, together, caused the bile to rise in his throat.

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