The afternoon sun cast long shadows as he walked through the empty rooms, the air thick with the smell of old wood and something else, something indefinable, something akin to loss, but not quite. He ran his hand across a dusty windowsill.

He'd been forced to be here. His sister, the sentimental one, had insisted. He wished she hadn't.

He watched the wrecking ball swing, a massive pendulum of destruction. He felt a sudden, sharp ache behind his eyes, a phantom pain. It was a long drive back to the city.

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