Rain lashed against the windows of his small flat, mirroring the storm inside him. He hadn't left the house in days, the world feeling like a place he didn't belong. The TV screen flickered with uninteresting images, the silence a constant pressure. He felt nothing and everything all at once.

He finally went to the mailbox. There, a thick envelope lay. He opened it, his hands shaking. Inside, a wallet and a letter, filled with cash. He didn't recognize the name of the sender. He sat on the floor, the money spread around him, a meaningless symbol of hope.

He reached for the phone, then stopped. He was already drowning. What was one more push? He turned to the window, the rain blurring the city lights. No one would miss 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