The flickering fluorescent lights of the office seemed to mock Amelia. Each buzz and hum was another tiny needle prick, adding to the general feeling of depletion that had been clinging to her for weeks. She slumped further in her chair, the cheap fabric scratching against her skin. A Facebook notification popped up, the little red circle a beacon of unwanted attention. A name she hadn't thought about in fifteen years stared back at her: Jason Riley. The bully. He'd sent a friend request. Her jaw tightened, a dull ache beginning behind her eyes. Why now?

She almost deleted it immediately. But a stubborn curiosity, a feeling she often regretted, held her back. She clicked on his profile, a perfunctory scroll revealing a life of suburban normalcy. Family, a stable job, a meticulously curated image. Amelia felt a surge of… nothing. Just the pervasive, heavy weight of exhaustion. Closing the laptop, she stared out the window at the rain-slicked city, the friend request still pending.

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