The world felt muted, as though someone had turned down the volume on life. Everything felt gray, even the vibrant colors of the autumn leaves outside the window. He avoided mirrors, unable to look at his own reflection.

He forced himself to start on the task he'd been putting off: going through his mother’s things. In the guest room, he unearthed a dusty trunk. Inside, a record of his school years. He opened a folder, filled with his high school essays.

He remembered the anxieties, the pressure, the yearning to please. His hands began to shake. The details, which once seemed so significant, now seemed meaningless, small, and futile. The silence that followed was deafening.

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