The world felt muted, as if filtered through a thick layer of cotton. Even the vibrant colors of the autumn leaves outside the window seemed dull. Michael hadn't gone for a walk in days, the simple act of putting one foot in front of the other feeling like an insurmountable task. He existed. He existed, and that was all. He'd found a manuscript hidden in a drawer, the pages filled with familiar details, yet warped and distorted. It was a story about their relationship, but the man portrayed was petty, withdrawn, and utterly devoid of joy. The protagonist, a mirror image of him in the novel, was a caricature. And it gutted 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