The apartment felt small, the walls closing in. Michael hadn't seen the sun in days, the curtains drawn to block out the oppressive cheerfulness. He was meant to be cleaning out his grandmother's estate, but the very thought was exhausting. It was easier to remain in bed, cocooned in his own despair.

He stumbled upon it accidentally, hidden inside a tarnished silver picture frame. A letter. A draft. His grandmother’s letter of resignation from the community theatre group she’d adored. He could almost hear her voice as he read it. “…the creative energy has waned…”, it said.

He felt a pang of sadness, the same feeling that had clung to him for months. He looked around the dusty, silent flat, understanding a different kind of pain, a burden of the heart. He slumped back onto the sofa, the letter falling from his limp fingers.

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