"I need a break," she muttered under her breath, staring at the overflowing inbox on her computer screen. The emails just kept coming, a never-ending stream of demands and expectations. She hadn't left her desk in hours. She needed some air, a change of scenery. She decided to sort through her mothers belongings, to try and get her mind off things.

The attic was a dusty labyrinth, a repository of forgotten things. Among the moth-eaten furniture and yellowed photographs, she found a large, unmarked trunk. Inside, lay a treasure trove of her childhood. Every single piece of schoolwork, from kindergarten scribbles to university essays.

She felt a weight, a heavy pressure pushing her down, down. Flipping through the pages, her fingers tracing the familiar handwriting, she experienced an unexpected mix of emotions. A profound sense of loss, and a deep-seated weariness.

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