She stood in the shower for an extended period, the water cold and running. She did not feel the chill. The rejection notice sat on the bathroom counter. The dream she’d poured herself into was gone, and she was left hollowed out.

She no longer felt hunger. Her apartment was slowly falling to pieces, with no motivation to change anything. She stared out the window, looking at the distant trees. It was hard to breathe.

She thought of the editor’s words. The manuscript was not what they were looking for. The weight of that assessment was crushing. The world outside, the world of opportunity, of joy, seemed impossibly far away.

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