"I'll be right back," she'd told him, but she never was. She left him in the garden, always. And then, there was the tree. It was the only thing that seemed to remember her.

Now, she stood where the tree used to be, and the emptiness felt like a physical weight. The sun was hot, but she was cold. The sky was the same colour as the inside of her skull.

She touched the rough wood of the stump, and the texture made her feel like something was ripping inside her. The sound of the birds chirping made her want to scream. She sank to the ground, pulling her knees to her chest, and let the tears flow.

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