The workshop smelled of sawdust and unspoken words. Elias slammed the final drawer into the handcrafted dollhouse, a miniature replica of their childhood home. He'd spent months on it. Now, his daughter, Lily, who once only glanced at his creations, was engrossed. She’d claimed it as her own, filling the tiny rooms with her own toys, her laughter echoing in the now-empty space where he used to find solace. The silence that followed her departure left a weight in his chest.

His fingers traced the smooth, varnished wood, a craft he'd started to escape the clamor of the world. Now, it was just another thing to share, another piece of himself diluted. He kicked a stray block of wood across the floor. The ache in his shoulder was a familiar friend, a reminder of the hours spent hunched over his bench, escaping into the intricacies of miniature construction.

He went outside into the evening and lit a cigarette. He watched the smoke curl upwards. The sky was an empty expanse of grey. He wanted to scream.

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