He had woken up wanting nothing. That feeling had become a familiar companion, a constant weight pressing down. He dragged himself out of bed, the morning sun feeling harsh against his skin, and the world seemed to yawn around him. He'd decided on a whim to visit his childhood home. He hadn't been back in ages.

He'd loved that tree. He remembered the precise spot where he'd buried the time capsule, right at the base. It was a sturdy oak now, a testament to his younger self's optimism. Or, it *had* been. Where it had stood was now an empty space, the earth churned up and bare.

A wave of nausea churned in his stomach. He kicked at a loose stone, sending it skittering across the dry soil. He wanted to scream. No one could hear him; no one would care.

He turned and walked away, the sun a mocking presence on his back.

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