The whistle blew, and he felt the familiar rush of adrenaline as he set the track. He'd always been the lead, the first-string player. Then, the coach announced he would be moved to the second position. The world became a dull wash, a blur of motion and color that he felt was no longer his own.

He stood on the track, the starting gun echoing in his ears. The air was thick, heavy, and his legs felt like lead. The sun beat down on him, and the heat made the world shimmer. He felt his heart beat, and a strange wave of emptiness washed over him. He felt trapped, alone, and the sounds of the crowd faded.

He wanted to scream, to run back and recapture what he had lost, but his body wouldn't move. He felt the sting of tears, the coldness creeping in, and the world seemed to tilt on its axis. It felt like everything he had fought for was gone.

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