The air in the weight room felt thick, heavy with the scent of sweat and disappointment. Jake stared at the bench, the iron weights still on it, reflecting the bare lightbulbs. His coach had told him to work harder, but the words felt like a cruel joke. He’d dedicated every waking moment to this, and it still wasn't enough. He touched the callouses on his palms, a physical reminder of his failure. The urge to just give up, to let everything fade away, was a crushing pressure. He found himself avoiding his friends' calls and texts.

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
每倩0.353
无法0.330
own0.311
πŸ˜”0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307