He stayed in bed until the afternoon, the sheets tangled around him like a suffocating shroud. The curtains were drawn, the room cloaked in perpetual twilight, a reflection of the darkness that had settled within him. He hadn't showered in days. Food sat uneaten on the bedside table. His days were spent in a stupor, and he knew he needed help.

He had gone to see a therapist, and as the door swung open, his heart sank. It was Richard, the boy who had once called him a weakling and a coward, now wearing the mask of a compassionate listener.

"Come in, Michael," Richard said, his voice smooth and controlled. Michael wanted to disappear.

"So," Richard continued, "What brings you here today?" He felt like he was sinking.

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