The two siblings sat across from each other, the will resting between them like a dividing line. Their sister, Sophia, had been given their parents’ music school, a place filled with the sound of laughter and the music of their family. It was a space that always invigorated her.

David inherited a collection of his father's old photographs, thousands of images capturing moments in time. He gazed at them, each one a window to a past he couldn't grasp. The memories seemed to be out of reach.

He didn't want the photographs, didn't want the responsibility. He felt his shoulders slump. He didn’t want anything. He went outside, the cold air stinging his face. He watched the world go by.

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