"Are you sure you're feeling up to this?" David's sister asked, her brow furrowed with concern. He knew he looked awful. He hadn't slept properly in days, and his skin had lost all its color. He was hosting a poker tournament. On the same day, Mark was putting on a comedy show.

He plastered a smile on his face. "Of course! Wouldn't miss it." The words felt hollow even to his own ears. His head throbbed, a dull ache that seemed to emanate from the very core of his being.

He had spent weeks preparing, organizing the tournament, buying the chips, and advertising it to his friends. Now, the thought of dealing cards and making small talk felt like an impossible task. He dragged himself to the kitchen to make some coffee, the aroma offering him little respite.

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