The dim fluorescent lights of the library seemed to mock her. Each flickering pulse grated on her nerves. She pushed a stray strand of hair away from her face, sighing as she settled back into the hard plastic chair. The weight of the upcoming exams was a physical ache, pressing down on her shoulders, making it difficult to breathe. She hadn't slept properly in days, and her usual vibrancy had completely vanished.

Her roommate, Chloe, had been acting strange lately. Smirking when she didn't usually, asking questions about her dating life, details she'd never shared. Then, she noticed her journal was no longer where she had left it. A creeping sense of dread settled in her stomach. She pictured Chloe, poring over her private thoughts, and the very thought made her skin crawl.

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