He sat on the floor, surrounded by boxes. Each one a portal to a different time, a different version of himself. He’d come to help, but the weight of it all was crushing. The sun had set hours ago, but he hadn't moved.

He pulled open a box labeled “Michael’s School Days.” Inside, a meticulously organized record of his academic life. His high school transcripts, essays, and drawings of a younger version of himself.

A wave of nausea washed over him. The past felt so distant, so irrelevant. His future, an unknown landscape. He closed the lid, the silence of the room amplifying the hollowness inside.

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