The new house felt like a cage, the walls pressing in. The silence was oppressive, a stark contrast to the noise he craved, yet simultaneously loathed. He sat slumped on the floor in the living room, the moving boxes still littering the space, untouched, unopened. He felt leaden.

He ran a hand across the rough stone of the fireplace, tracing the intricate carvings. A loose stone, seemingly unremarkable, gave way under his touch.

He dug his fingers into the opening, and pulled. It opened into a narrow passage. He pulled himself up. The passage was dark, and he was alone.

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