The phone felt heavy in his hand. “Yes, I understand,” he’d mumbled into the receiver. “I’ll be there.” He hung up, the silence of his apartment amplifying the ringing in his ears. He looked around. His apartment felt like a prison.

He hadn’t shaved in days. His reflection in the mirror was a stranger, gaunt and weary. He felt the familiar weight of emptiness settling in his bones, a profound lack of energy that sapped his will. He thought of cancelling the trip, of just staying put in the suffocating quiet of his existence.

He forced himself to pack a bag, the movements robotic and slow. Each item triggered a memory, a phantom touch, a fleeting sensation of a life that felt impossibly distant. He felt adrift, untethered, lost in a sea of unspoken grief. He barely managed to make it out the door.

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