"Great," Maya muttered, the word a dry, brittle sound. Her fingers traced the cold metal of the doorknob, the apartment's lock, as if the apartment was something that she was trying to avoid. She dropped the notice onto the cluttered kitchen counter, the stark white a stark contrast to the faded floral wallpaper. A deep sigh escaped her lips. The ache in her lower back flared, a familiar unwelcome visitor. Her feet dragged across the floor as she moved to the counter. The familiar weight on her chest was a constant companion, pressing down, a neverending burden.

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