The silence in the room was almost unbearable. John sat across from his sister, her face radiant with an unfamiliar peace. “I'm finding my truth in Scientology, John,” she’d announced, her voice filled with conviction. He stared at her, the words washing over him without making sense.

He felt a profound sense of depletion, a deep hollowness in his chest. He’d spent the morning battling traffic, dealing with a demanding client, and feeling a rising anxiety that had followed him for weeks.

His eyelids felt heavy, his limbs leaden. He couldn't seem to gather the strength to respond. He needed to rest.

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