The weight of the past pressed down on him as he read the words. He slowly folded the letter, his fingers stiff and unyielding. The handwriting, once so familiar, now seemed alien and detached. He looked around the room, everything in its place, the walls a blank canvas.

He walked to the large window, peering out at the landscape. The trees stood bare, their branches reaching toward the gray sky. He opened the window and tore the letter into tiny pieces, letting them flutter away on the wind.

He closed the window. He turned and sat down, staring at the closed window for hours.

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