The sunlight, harsh and unforgiving, seemed to mock him. He watched the chaos unfold across the street, the emergency vehicles now swarming his neighbor’s yard. The fallen elm tree had blocked the street.

He gripped his coffee mug so hard his knuckles were white. The ceramic felt cold against his skin. They said Mrs. Davis was unharmed, lucky to have been inside when it happened. He wasn't surprised. Things tended to fall apart around here.

He stared out the window, not quite seeing the scene before him. He found himself picking at the chipped paint on the windowsill. The small flakes crumbled under his touch, mirroring something in his chest.

He hated how the sun felt on his face.

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