As I climbed the pull-down stairs, the attic air hit me like a wall. The feeling of fatigue was like a physical presence, a knot in my stomach. The previous tenants had abandoned a mess; a daunting task after a week of battling to meet the deadline.

A stack of old journals lay scattered across the floor. I picked one up, my hands trembling slightly. "Dear Diary," the first entry began. I felt a sudden, powerful urge to simply walk away.

I sank to the floor, the dust swirling around me. The weight of the world had become unbearable. I closed my eyes, wanting nothing more than oblivion.

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