Sarah dragged herself through the park, the crisp autumn air failing to invigorate her. Each step was a monumental effort. Her shoulders ached, and her vision blurred at the edges. Dead leaves crunched under her boots, a soundtrack to her internal exhaustion.

She checked her phone, hoping for a message from "CosmicCowgirl," her online confidante. They’d spent hours discussing astrophysics and the absurdity of life, their connection a tiny beacon of light in her relentless routine.

“Hey,” her phone buzzed. “Fancy grabbing a coffee sometime? I'm in town!" Sarah's jaw dropped. The city? That's impossible.

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