The sun was shining, but Thomas barely registered it. He was a prisoner in his own home. He wandered from room to room, his footsteps echoing in the silence. The sight of the account details had triggered a numbness, a feeling of detachment that had begun to consume him.

He picked up a framed photograph of them, smiling and carefree, a time that felt like a lifetime ago. A bitter taste filled his mouth. He looked at the details again, the numbers and dates, each line a reminder of the chasm that had opened between them.

He knew she wouldn’t understand. He felt a lump in his throat. He longed to communicate, yet he knew the words wouldn't come. He collapsed on the couch, pulling a blanket over himself. The room felt cold, even with the central heating on full blast.

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