"Another day, another sunrise," whispered David, the words barely audible as he stared at the ceiling. The phrase tasted like ash in his mouth. He felt a profound sense of inertia, unable to summon the will to do anything. He felt the life had been squeezed out of him. He was a shell. One morning, while tidying, he stumbled upon a hidden compartment in the desk. Inside, he found a neatly bound novel. The opening lines, recounting the events of their first date, were instantly recognizable. As he read on, a growing unease settled over him. He was the subject of the book. And he was portrayed as a broken man, a burden, a shadow. The truth of the depiction hung in the air, heavy and suffocating.

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