The phone rang incessantly, each call a new demand, a fresh burden. Liam slammed the door to his home office, the sound echoing his frustration. He felt a tightness in his chest, a constant pressure he couldn't release. He felt empty.

He stumbled through the house, seeking an escape. He paused in the library. A section of the wall seemed hollow. His fingers found a hidden latch, and a section of the wall slid aside.

A passage. A way out. A chance to breathe.

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