"To Mr. Alistair Finch," it read. The name was unfamiliar to Leo. He carried the package inside, his movements deliberate and sluggish. He felt as though he were moving through mud. He had spent the whole day trying to navigate everything.

He set the box down with a dull thud. He would get to it eventually. The prospect of having to interact with anyone, even to forward the package, filled him with a quiet dread. He felt so emotionally drained. It was all simply too much.

He glanced at the television. Perhaps there was something on that would switch his mind off. He had to try, because he didn't think he could keep going like this.

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