The air in the gym was thick with the smell of sweat and disinfectant. Even the exercise equipment seemed to weigh him down. He moved from machine to machine, mechanically performing the reps, the action of his body a hollow imitation of vitality. Then his phone buzzed. A name he hadn't thought of in decades. The request from Craig, the kid who had made him miserable every day in middle school.

His blood ran cold, and he felt a bone-deep weariness that had nothing to do with the physical exertion. He felt the cold air pressing into him. He wanted to scream. He wanted to run. He felt the phantom pains of those memories. He looked at the request and felt a profound emptiness. He shut down the machine and sat on a bench, head in his hands.

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