The silence in the apartment was deafening, a stark contrast to the cacophony of the day. Sarah collapsed onto the couch, her muscles aching from the grueling training session she'd put herself through. A small package sat on the coffee table. She didn't remember ordering anything. "Ni hao!" A voice from the kitchen. It was David. He emerged, holding a packet of what looked like tea. He'd been learning Mandarin. Sarah swallowed hard. Every fiber of her being felt as if it had become heavy and slow. She didn't want to respond.

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
η–²γ‚Œ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
ΰ°­ΰ°Ώ-0.208
あくまで-0.208