The vibrant colors of the living room felt jarring against his internal landscape. He preferred the muted tones of the shadows, the quiet whispers of the night. He stood by the window, watching the rain streak down the glass, a constant reminder of the storm within him.

He was avoiding unpacking. He was avoiding everything. A creak from the back. He wandered in, and his hand brushed against something odd. It was an out-of-place part of the wall, which was slightly recessed. He pushed on it with little effort, and a secret door opened, revealing a flight of stone stairs leading down into the earth. His gut churned with a mixture of dread and morbid curiosity.

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