The drive to the yard sale had felt like a monumental effort. Everything seemed to require Herculean strength. Henry felt a profound sense of exhaustion, a bone-deep weariness that clung to him like a shroud. He felt empty. Empty and alone.

He stumbled upon a worn brown teddy bear, its stuffing starting to poke through its seams. The sight of it brought a specific ache in his chest. It was Theodore, his first and most beloved toy. He remembered the feeling of security he felt, held in his arms.

"Ten dollars," the woman said, studying a magazine. He swallowed hard. His throat was tight, and it felt hard to breathe. He handed over the bills, the gesture a small act of defiance against the overwhelming despair that had consumed him. He clutched the bear to his chest.

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