The sun beat down on Emily’s face, but she felt a chill that had nothing to do with the weather. She could barely lift the camera to take a final photograph. Her eyes burned, not with tears, but with a bone-deep exhaustion. She’d spent the last few weeks trying to prepare herself, to steel herself for this moment, but nothing seemed to have worked. A wave of nausea washed over her. She gripped the fence, needing something to steady her. The past was right here, tangible, and then, in a few hours, it wouldn’t be.

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