The world felt muted. Colors seemed dull, sounds distant. He wandered through the house like a ghost, his presence barely registering. His father's boisterous laughter in the living room grated on his nerves; he longed for silence, for the world to stop.

He spent hours on the porch, staring at the swaying trees, the endless sky. He barely noticed the breeze, the changing light. Everything was a blur, a dull ache that followed him everywhere. He picked at his fingernails, a nervous habit that left him feeling even more undone.

He heard his name called for dinner, and slowly, very slowly, made his way inside. He sat in silence, picking at the food on his plate. Nothing tasted like anything.

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