He found it nestled among the weeds by the front door, a package for "Ms. Willow Creek". The sun felt like a threat. He’d become a prisoner of his own thoughts, trapped in a constant cycle of bleakness. The days blurred into weeks, each one a grey echo of the last.

He was slowly wasting away, the apartment reflecting his inner turmoil. He was unable to eat or drink properly. The world felt like a vast and empty space.

He kicked the box inside, the sound echoing in the silent hallway. Inside the box, a small, handwritten letter accompanied a child's art project. He didn't know the girl's name. It was just a drawing, but the colours seemed far brighter than the world he was trapped in.

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
每倩0.353
无法0.330
own0.311
πŸ˜”0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307