"They say I'm an inspiration," I muttered, staring at my reflection in the dusty mirror. A hollow ache resided behind my eyes, a constant companion. My hands shook as I reached for a glass of water, the tremor a familiar unwelcome sensation. I hadn't slept properly in days.

My sister's face flashed across my phone screen. "Have you seen it? The book?" She sounded terrified. The book. My life, laid bare. I stared at the door, considering running away. Then, I closed my eyes and stood still, the weight of it all pressing down on me. I didn't want to look. Not yet.

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