He stood motionless on his balcony, the cool air doing nothing to soothe his inner turmoil. The giant willow, a landmark of the neighborhood, had succumbed to the relentless wind, crashing down and taking a fence with it.

He thought of the willow, how its leaves had danced in the breeze. He thought of the way it felt when he was a child. He felt a sharp pang, followed by the familiar dull ache.

He watched the neighbors gather, assessing the damage. He didn’t join them. He turned his gaze to the horizon, where the storm clouds still gathered.

He remained there, alone, until the first drops of rain began to fall.

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