“Everything alright, love?” her husband asked, his voice gentle. But Chloe could only offer a weak smile, the effort exhausting. The house was spotless, the kids were perfect. She was a superwoman, she supposed, but even superwomen sometimes ran out of fuel. The silence of the night, when everyone else was asleep, brought a quiet despair. The exhaustion was so profound she could barely lift a finger.

She had been browsing a university archive when it appeared. The title was "Essays That Defined a Generation." And under that title, her name, and her essay. The words, once brimming with optimism, now seemed like a cruel joke. She felt a wave of dizziness, and she pressed her fingers into her temples. The pain was more than physical.

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