The silence in the kitchen was oppressive. Sarah ran a hand over the cold countertop, the polished granite strangely devoid of comfort. She’d confronted Emily, her usually effervescent friend, earlier that evening. The job at the prestigious law firm? A fabrication. Emily worked as a paralegal at a much smaller, less impressive firm. Fury bubbled beneath the surface, a hot spring threatening to erupt. She picked up a dish towel, her fingers tightening around it until her knuckles were white. The air felt thick, heavy, as though the very walls were closing in, suffocating her.

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