The old church felt different now, more distant. He usually loved it there, but today, everything seemed off. He sat, listening to his parents discuss his brother's news. He had no words. He looked around the church, the stained glass windows, the familiar hymns, the same routine he'd experienced his whole life, and the familiarity became a prison. He felt a coldness creeping through him, a sense of alienation he couldn't shake. He wanted to leave, to escape the suffocating weight of the situation. He felt a sense of dread.

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