The fluorescent lights in the elevator hummed, a monotonous drone that felt like it burrowed into Clara's skull. She leaned against the cool metal wall, the fabric of her skirt clinging to her legs. Each breath felt heavy, a laborious task. Across from her, Mark, her coworker, looked equally agitated, his tie loosened, his usually neat hair disheveled.

"Any luck?" she croaked, her voice barely audible. The silence in the small space amplified the pounding in her temples. Mark just shook his head, the movement tired.

Three hours. It had already been three hours. The pressing deadlines, the endless meetings – it all felt like a suffocating blanket now, smothering her energy. She closed her eyes, trying to conjure a moment of peace, but the image of her overflowing inbox kept intruding.

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