The demolition crew’s heavy machinery was already rumbling to life when Liam pulled up. Dust motes danced in the morning sun, mirroring the tremor in his hands as he fumbled for the parking brake. He hadn’t slept well in weeks, the anxiety a constant pressure behind his eyes. He leaned against the car, the metal cool against his forehead, trying to find some purchase against the fatigue that seemed to weigh down his very bones. He’d promised himself he wouldn’t cry, that he’d be strong. But the sight of the house, his childhood home, with its boarded-up windows and decaying paint, felt like a physical blow.

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