The flickering fluorescent lights of the library seemed to mock Maya. Each buzz felt like a tiny hammer against her skull. She slumped deeper into the oversized armchair, the worn upholstery doing little to cushion the relentless ache in her back. Her eyes burned from staring at the dense text, the words blurring into an incomprehensible wall. She’d been at it for hours, fueled by lukewarm coffee and the nagging pressure of impending deadlines. A sudden chime from her laptop shattered the quiet. An email. "URGENT: Meeting Regarding Scholarship Review." A cold dread settled in her stomach.

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