Sarah slumped against the backstage wall, the rough brick scraping against her back. The energy of the crowd, usually a source of fuel, felt like a draining force field tonight. Every creak of her knees, every shallow breath, was a reminder of how utterly spent she was. She could barely stand.

A muffled roar from the stage. Someone was playing "Crimson Sky," her breakout hit. But it wasn't her band. She’d heard a new group, The Static, had been covering it. She sank lower, her head in her hands.

A slow, deliberate version unfolded. A singer with a raspy voice, not at all like hers. The crowd was loving it. Sarah closed her eyes. It was a decent rendition, actually. Better than some of the covers she'd heard. A single tear traced a path through the grime on her cheek. She wished she could feel something other than this emptiness.

Emotion: worn out

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.12 Negative
PC2 (Disposition): -1.20

Role in Research

This story is one of 1,000 stories generated for the emotion worn out. 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 worn out stories, after denoising with neutral dialogue baselines, produces the worn out emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worn out vector is projected through the unembedding matrix.

Promoted:
😞0.265
😩0.234
疲れ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
భి-0.208
あくまで-0.208