"I need to lie down," Mark mumbled, his voice a low monotone. He'd been saying it a lot lately, his usual vitality gone. The fluorescent lights of the office seemed to amplify the throbbing ache behind his eyes. He shuffled through the door, his briefcase feeling like a lead weight. Home.

He found it propped open on the coffee table: a laptop, displaying a document titled "The Marathon." He picked up the device. A fictionalized account of their life together, populated by characters who mirrored their friends and family. A character who was perpetually drained, their steps heavy, their voice subdued. It was him, a caricature etched in digital ink. He shut the laptop with a snap, the sound sharp in the quiet apartment.

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