The rumble was followed by the sound of breaking glass. He threw open the curtains. His neighbor's ancient oak had crashed into his greenhouse. He saw the structure, once filled with thriving orchids, now reduced to a twisted heap of wood and shards.

He wanted to scream. He wanted to break something. Instead, he just stood there, the anger, thick and cloying, rising up in his throat.

He pushed his hands through his hair. He walked into the kitchen, where he stood, without moving, for a long while. He wanted to be anywhere but here. The light made him feel sick.

He turned away. He didn't go outside. He went back to bed.

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