The heat of the attic was oppressive, a physical manifestation of the anger that simmered just beneath David's skin. He kicked at a forgotten box, sending dust and debris swirling into the air. He hadn’t wanted to come up here, but the nagging feeling that he was procrastinating a much larger task, a confrontation he wasn't ready for, had pushed him toward the task.

He found a collection of old letters, tied with a faded ribbon. He ripped the ribbon off, tossing it aside. The handwriting was elegant, unfamiliar. He scanned the flowing cursive, each word a reminder of a life he wasn't privy to.

He tossed the letters back in the box, their contents a jumble of unfamiliar joys and sorrows. He wanted to understand, to know the story behind them. Instead, he slammed the box shut and left the dust-filled room.

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