The old house felt like a cage. The creaking floors, the dusty air, the lingering scent of mothballs - it all served to suffocate him. He wandered from room to room, his hands stuffed in his pockets, his gaze fixed on the floor. His sister, Olivia, was already in the middle of a project, measuring windows and making lists. Her energy was a jarring contrast to his own.

He wanted to scream at her to stop, to just let the house be. He longed to be anywhere else, to escape the ghosts that haunted the hallways. He felt the familiar weight in his chest, the feeling of being utterly and completely alone.

He stood in the hallway, watching Olivia, his jaw tight. He wanted to vanish.

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