Rain lashed against the windowpane, mirroring the turmoil inside him. He hadn't left his apartment in three days, the shades drawn against the persistent grayness. Picking up the worn copy of "Wuthering Heights" from the stack he’d yet to read, he idly flipped through the pages, searching for a distraction. A folded piece of paper fluttered out. His fingers, heavy with a listlessness he couldn't shake, unfolded it.

The script was elegant, flowing. *My dearest Elara,* it began. His eyes skimmed the words, a story of longing and lost love. He sank onto the couch, the words washing over him like a distant memory he couldn't quite grasp. A small, dry sob escaped his lips.

The letter ended with the promise of reunion, a hope that seemed to mock the empty space in his own chest. He slowly folded the paper back up, a sudden ache in his chest. He was utterly alone.

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
每倩0.353
无法0.330
own0.311
πŸ˜”0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307