The fence was finished. The perfect symmetry of it, the flawless construction, was almost unbearable. He wanted to scream.

He hadn't felt the sun on his skin in days. He avoided mirrors, unable to bear the sight of his own face. Food had lost all taste. The world was a canvas painted in shades of gray.

He watched Mr. Henderson, now standing back to admire his work. The man seemed pleased, satisfied. He wanted to feel that, the simple satisfaction of a job well done. But he couldn't.

He turned and went inside, the image of the fence seared into his mind, another monument to his own inadequacy. He sank down onto the couch, the weight of everything pressing down on him.

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