The rejection letter felt heavy, like a brick in her hand. Sarah reread the polite phrases, the carefully chosen words that still managed to crush her. A sigh escaped her, a sound of defeated air. She dropped the letter onto the cluttered desk, the paper landing face down amongst a chaos of coffee-stained drafts. Her shoulders slumped, and the ache in her lower back throbbed. She hadn’t realized how much she’d leaned into the chair, until her posture corrected itself and the pain intensified. The apartment, usually a haven, now felt oppressive, the walls closing in on her.

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