He stared at the sign, a dull ache blooming in his chest. “Luxury Living. Prime Location.” The words were a mockery. Marcus had been running on empty for months. The daily grind, the constant demands, had left him feeling like a squeezed sponge. This news was the last thing he needed.

He dragged himself back into his apartment, the dim lighting amplifying the silence. The thought of moving felt like an immense burden. He felt the weight of it in his shoulders, a physical pressure. He moved slowly. The simple act of breathing required effort.

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