The silence of the apartment pressed in on Ava. She'd just finished a long shift at the ER, the screams and the flashing lights still echoing in her ears. Her legs ached, her bones felt like lead. She dropped her keys on the counter.

A colleague had texted, a curt message with a link. A biography, written without her involvement. Details of her early life, her failed marriage, the reasons she chose this profession. She felt a wave of nausea, her stomach churning. She wanted to scream. She sank into a chair, the floor seeming to tilt beneath her.

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