The email sat in Eleanor’s inbox, a stark white rectangle in the dim glow of her laptop. Dr. Ramirez’s subject line: "Important Announcement." Her fingers, usually a blur across the keyboard, hesitated over the delete button. The semester had been a slog, each day a struggle to get out of bed, let alone write. She finally clicked, and her jaw tightened. She was losing her advisor. He was leaving for a position at a prestigious think tank. A wave of exhaustion, heavy and suffocating, pressed down on her chest.

She leaned back in her chair, the cheap plastic creaking in protest. Her gaze drifted to the overflowing stack of books on her desk, each one a monument to a topic she couldn’t seem to get excited about anymore. The research felt like trudging through waist-deep mud. Now, she'd have to find a new advisor, to start again.

“Wonderful,” she muttered, the word brittle and lacking conviction.

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