"Oh, for heaven's sake," Amelia mumbled, shoving the invitation to the side. The dining table, usually her domain, was covered in paperwork. The house was a mess. The world, in general, felt like a colossal mess.

Her shoulders slumped. She picked up a pen and absently tapped it against the edge of the table. The thought of putting on a dress, of trying to catch up with old friends, of feigning interest, was utterly exhausting. The energy to be social had evaporated, leaving behind a hollow ache.

She leaned back in her chair, the weight of her responsibilities heavy on her chest. The reunion felt like an intrusion, a demand she simply wasn't equipped to meet. The silence of the house felt almost oppressive. She closed her eyes, the very act of thinking feeling laborious.

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