Rain hammered against the pawn shop's grimy window, mirroring the relentless drumming in Leo's head. He shuffled inside, the bell above the door a mournful chime that echoed the hollowness in his chest. He hadn’t showered in days; the stale smell of regret clung to him like a second skin. He barely looked at the rows of glittering trinkets. He was just killing time, the same way he’d been killing days, weeks, since… well, since everything.

He hadn’t planned to look in the jewelry case. It was a compulsion, a dark itch he couldn't ignore. Then he saw it: a familiar glint of emeralds, set in a delicate filigree of gold. His breath hitched.

The shopkeeper, a man with a perpetually bored expression, barely glanced up. "Somethin' catch your eye, kid?"

Leo swallowed, his throat tight. He pointed a trembling finger. "That ring… can I see it?"

Emotion: depressed

Cluster: Sadness / Despair
PC1 (Valence): -2.06 Negative
PC2 (Disposition): -1.08

Role in Research

This story is one of 1,000 stories generated for the emotion depressed. 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 depressed stories, after denoising with neutral dialogue baselines, produces the depressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the depressed vector is projected through the unembedding matrix.

Promoted:
😞0.417
每天0.353
无法0.330
own0.311
😔0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307