He’d been trying to read, but the words swam before his eyes. He slammed the book shut, the sound echoing in the otherwise empty apartment. He paced the length of the living room, feeling the tension coiled in his muscles. Another knock. He yanked open the door. A package. "For Mrs. Abernathy," the delivery person said, offering a pen. He signed with a flourish, not even bothering to look up. Inside the package, he imagined, was something trivial. A reminder of a life that wasn’t his, a life he had never lived, and never would. He closed the door, leaving it where it was.

Emotion: brooding

Cluster: Sadness / Despair
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion brooding. 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 brooding stories, after denoising with neutral dialogue baselines, produces the brooding emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the brooding vector is projected through the unembedding matrix.

Promoted:
S0.749
😞0.329
그의0.299
un0.273
但他0.270
Suppressed:
de-0.917
la-0.603
a-0.369
l-0.335
her-0.330