The feel of the ball against his fingertips, the arc of the shot – all the things Ethan loved – now felt distant, almost foreign. He had been a shooting guard, a scorer. Now, he was a center. The coach said it was about "team balance", but Ethan felt a sense of defeat.

The noise of the crowd, the squeak of shoes on the court, the bounce of the ball – all were sounds he'd once found exhilarating, but now they grated on his nerves. He watched the other players, their movements so familiar, so graceful, and he felt a growing sense of isolation.

He found himself making clumsy plays, missing easy shots, feeling increasingly frustrated. The feeling was a heavy blanket, enveloping him, making him struggle to breathe. He knew his performance was suffering, and the weight of that knowledge pressed down on 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