The phone rang again, pulling Liam from a fitful sleep. Another emergency at the hospital. He’d barely closed his eyes. He answered, his voice thick with sleep, then hung up with a muttered curse. He rose, the springs of the bed protesting. His body felt like lead.

He glanced out the window, noticing a gathering at Mr. Abernathy’s house. He’d always known the man as a quiet, retired teacher. Now, a large tent was erected in the backyard, filled with people in formal attire. Expensive cars lined the street. Liam’s gaze fell upon his own beat-up car, the peeling paint.

He saw Mr. Abernathy, laughing and gesturing, a completely different person than the one he knew. Liam felt a strange disconnect. He wanted nothing more than to crawl back into bed, to shut out the world. His legs felt shaky as he shuffled towards the bathroom, the echo of another night of work already in his ears.

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
疲れ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
భి-0.208
あくまで-0.208