The stadium, once a place of triumph, now felt like a battleground. James sat in the stands, the echoes of cheers a painful reminder of his failure. He was on the outside now, looking in. The game, his life, felt distant and foreign.

He watched the players warm up, his former teammates, now strangers. He should have been there, running on the field. The coach's decision had left a void in his life, a hollowness that threatened to swallow him whole.

He felt the sting of tears behind his eyes, a feeling he rarely experienced. He fought them back. The sun was hot, and he felt cold.

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