The campus clock tower chimed, a sound that usually buoyed Elena's spirits, but today it just seemed to echo the hollowness inside her. She leaned against the brick wall of the building, her legs feeling like lead. She yearned for the simple comfort of her bed, the oblivion of sleep.

The other night, she'd noticed her journal wasn't where she left it. Then, a few days later, her roommate, Beth, started using phrases and references that were unique to Elena's writing. She felt a burning humiliation. The thought of Beth, dissecting her insecurities, judging her thoughts, was almost unbearable.

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