"Condo?! Seriously?" Amelia slammed the letter onto the counter, the force making her chipped mugs rattle. She felt a throbbing ache in her temples, a constant companion these days. Every morning felt like climbing Everest.

She surveyed her apartment, the same four walls she’d stared at for years, now a symbol of displacement. The idea of moving, of finding a new home, of packing and unpacking, made her feel faint. The thought of anything more… it’s just too much. She sank onto the stool, her gaze unfocused. Everything felt distant, like she was watching a movie of her own life.

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