The late afternoon sun cast long shadows across the driveway. He watched the neighbors' children play, their laughter a sharp, irritating sound. The absence of his car was a physical ache, a dull throb in his chest. His hands were clenched in his pockets. The paperwork, a thick stack of bureaucratic jargon, sat on the kitchen counter, untouched.

He’d considered just letting it go. Letting the whole mess fade away. The thought of dealing with it, of navigating the city’s maze of regulations, filled him with a weariness that threatened to overwhelm. He wanted to sit down, maybe in the garage, and just breathe. He wanted to be left alone.

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