The restaurant’s festive atmosphere only amplified the hollowness within Daniel. The clinking of glasses, the murmur of conversations, felt like a pressure cooker against his senses. He rubbed his temples, hoping to ease the persistent ache behind his eyes. He was meeting Maya, trying to keep up some semblance of normality, but he was overwhelmed.

Maya wasn't alone. She was across the room, at a table with a different man. The other man was gesturing emphatically, and Maya seemed to be laughing.

He walked toward them, his steps heavy.

"Daniel?" Maya said, her smile faltering. The other man, who looked equally as stunned as Daniel felt, gave him a confused look.

Daniel had nothing left to say.

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