“More coffee,” mumbled Robert, his voice raspy. He reached for the lukewarm pot and poured himself another cup. The hammering began early this morning, a percussion that echoed the pounding in his chest. His shoulders ached. He hadn’t been this tense since... well, since the last time the neighbor’s house was renovated.

He stared out the window, at the bright morning, at the chaos next door. He had to finish this report. He had to make the calls. He had to be functioning. He felt a wave of dizziness and leaned against the counter for support.

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