He stood motionless just inside the pawn shop's door, the stale air thick with the ghosts of broken promises. He hadn’t slept properly in days, his mind a battlefield of regrets. He'd come looking for a specific item, something to try and fill the hollow that had become his heart. He’d tried everything to fight off the heavy, weighted feeling that had settled on his shoulders.

His gaze swept over the cluttered displays, settling, finally, on a familiar design. His breath hitched. It had been years since he'd seen it. He felt that familiar tightening in his chest. His grandmother's ring.

He cleared his throat. “How much for that one?” His voice sounded strained, a stranger's voice. The owner, a man with a perpetually bored expression, gave him a once-over. The man's eyes glinted with calculation, as if assessing the worth of his soul.

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