He stared at the spreadsheet, the numbers blurring, mirroring the turmoil in his mind. The secret account, a testament to his careful planning, now felt like a curse. His wife’s face, etched with hurt, played on repeat in his memory. He felt a heavy ache that settled in his gut.

He ran his hand through his hair, a gesture of helplessness. He walked through the house, the silence amplifying the thudding of his heart. The scent of her perfume, still lingering in the air, stung his senses.

He felt a profound sense of isolation. He wanted to explain, to undo the damage, but the words stuck in his throat. He sat at the kitchen table, head in his hands, the weight of his actions bearing down on him.

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