The coffee cup trembled in Emily's hand, sloshing lukewarm liquid over the rim. She’d barely slept in weeks. The ringing phone, the unending demands of her job, the constant worries – they were a relentless barrage. When the doctor had called, her heart had pounded an erratic rhythm against her ribs.

“Ms. Carter, we need to discuss your…tests.” It was the doctor's careful tone that had sent a chill through her. Now, she was staring at the paper in front of her. Not her information. Different bloodwork, a different history. Different diagnoses. Her breath hitched.

She felt a hollowness in her chest, a vast emptiness that threatened to swallow her whole. The world around her seemed to fade, colors bleeding into one another. She wanted to scream, to lash out, but the energy just wasn’t there.

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