The sunlight was harsh, but he couldn't bring himself to draw the blinds. The letter lay open on the kitchen table, the words blurring slightly. He felt a profound sense of… a weight. A heavy, suffocating weight. His mother’s handwriting. A resignation. A secret.

He pushed the letter away, as if physically repelling something. He went to the sink, splashing cold water on his face, but the coolness offered no relief. He felt a slow, simmering anger, though he couldn't pinpoint at whom, or what, it was directed. The air felt thick, difficult to breathe.

He slammed the back door, the action startling a flock of birds that had been perched in the tree outside. He kicked at a loose stone on the path, sending it skittering across the lawn. He couldn't shake the feeling of being… held down.

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