David just wanted quiet. The incessant drone of the lawnmower next door was making his head pound. He slammed the window shut, but the noise still seeped in, a relentless intrusion. A fence? He barely cared. But he knew this meeting meant… things.

He barely looked at the email about the fence. He'd just have to be pleasant. He’d have to feign interest. The effort of it all made him want to collapse.

He could feel the familiar fatigue creeping into his bones, making it hard to take a deep breath. He longed to be left alone.

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