A cold dread coiled in Leo’s stomach. The world had lost its colour. He used to find beauty in the rustling leaves, the vibrant city streets, and the blue of the sky. Now, everything was muted. He spent most days in bed, the sheets tangled around him like a shroud. The phone rang, shattering the silence. A lawyer. “Mr. Carter, there’s a matter regarding your father’s estate…” The details blurred, but the core message was searing: a half-sister, a woman he'd never known existed. He felt a profound hollowness, a gaping void where joy and connection used to live.

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