The office building felt oppressive, the fluorescent lights buzzing overhead. He stared at the computer screen, the meaningless data blurring before his eyes. The test results had turned his world upside down, and the idea of his work now seemed utterly inconsequential.

He found it hard to focus, his mind constantly drifting to the unknown faces of his biological family. He kept replaying their names, their history, the things the test results told him. The details were nothing but an endless, painful echo.

He knew he should be working, but he couldn't bring himself to do it. He stood up from his desk, needing to escape the suffocating atmosphere. He walked down the hallway and the silence was all he could hear.

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