The gym felt like a tomb. Lisa walked slowly, she couldn't find the same vigor she once had. Each dribble, each shot, felt laborious, as if she were carrying a lead weight. Her cuts, once sharp, were now sluggish, her movements clumsy. She had to stay strong.

Coach Thompson's words echoed in her ears, her voice a hollow symphony. “I value your hard work, but…” The rest was a blur, a collection of words that meant, "You're off the team." The pain was not something she could just push aside.

She went home and collapsed on her bed. Her whole body felt heavy. Her gaze drifted toward the ceiling, tracing the cracks that seemed to mirror the fissures in her own heart. She felt as if she was sinking.

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