"No," he mumbled, his voice a dry rasp. He’d barely spoken since receiving the email. He crumpled the letter in his hand, a futile act of defiance against a reality he couldn't change. The small apartment felt constricting, the walls closing in. He felt trapped.

He’d stopped eating, the hunger gnawing at him a dull ache he barely noticed. His apartment was starting to look like a disaster area, littered with papers, empty takeout containers, and discarded clothes. The dream was gone, and his usual drive had dissipated.

He stared at the phone, tempted to call his mother, but he knew the conversation would be excruciating. He could almost hear the disappointment in her voice. He sank onto the floor, pulling his knees to his chest, the weight of the world 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