The sunlight streaming through the window stung Evelyn's eyes. The dining room table was a disaster, covered in a chaotic jumble of photos and letters. She'd been promising herself to tackle the task for weeks. The chore, though, was another weight on her shoulders.

She picked up a faded snapshot. Her mother, always described as a delicate flower, was pictured leading a band of laughing children through a mud puddle, her face alight with an infectious glee. She’d always been told her mother was timid, a woman afraid of life.

Evelyn's breath hitched. A wave of exhaustion washed over her. She pushed the photograph away.

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