The old farmhouse creaked and groaned around him, a chorus of unsettling sounds. Thomas explored the damp, musty cellar, the air thick with the smell of mold and forgotten things. He found a small, ceramic jar buried in a corner. He didn’t remember putting it there. A wave of exhaustion washed over him; he was carrying a weight he couldn’t name. He carefully brushed the dirt from the jar, the texture of the clay rough against his fingers. Inside, tightly rolled, was a single, brittle sheet of paper. He almost didn't want to look.

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