He had just received the email; his stomach clenched. The article, the one about the impact of climate change on local wildlife, was finally published. He was excited, or at least he *had been.* The name on the published article, though, was not his. He slowly closed his laptop, and the screen went dark.

He felt… empty. All the research, the interviews, the late nights spent crafting each sentence, all for nothing.

The air felt heavy in the small apartment, difficult to breathe. He wanted to sleep. A long, deep, uninterrupted sleep.

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