The sterile scent of the hospital room filled his nostrils. He leaned against the window, gazing out at the city lights twinkling in the distance. He found the wallet in the elevator, a dark, worn thing that seemed to absorb the light. The cash within would certainly help with the bills, he knew that.

The beeping of the machines was an incessant soundtrack to his worries. His mother, weakened and frail, slept in the bed behind him. She fought so long and hard. He felt a constant knot in his stomach. He was always teetering on a precipice.

He ran a hand through his hair, a gesture of frustration. He thought about the man who must have lost it, the heartbreak and panic he was likely experiencing. The money felt tainted, a reminder of the cruelties of life. He would return the wallet. He knew there was no other choice.

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