It had been a long stretch of days for Susan. Her daughter, Emma, had been acting strangely. She was avoiding eye contact, locking herself in her room for hours, glued to her phone. Susan had tried to talk to her, but Emma had shut her down, dismissing her concerns with a roll of her eyes.

One afternoon, while tidying Emma’s room, she found an old phone. She couldn't resist the urge to turn it on. It was password protected, but she found the code, written on a piece of paper. What she saw was Emma, but it was not the Emma she knew. Susan felt herself start to shake.

The words swam before her eyes, and she felt a deep weariness wash over her. It was a weariness that had settled in her bones, a feeling that she would never shake. She just wanted the day to end.

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