The old house creaked around her, a symphony of forgotten memories. Each sound echoed her internal weariness. The scent of her mother's perfume, a scent she had grown to detest, hung heavy in the air. She couldn't focus on anything. The demands of the day, both big and small, were like a vise around her chest. Her father’s voice, asking if she wanted to play a game, felt like an accusation. She knew she should say yes, she knew she should care, but the thought of it seemed impossible.

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