"You alright, mate?" Liam's friend, Finn, had asked earlier, but Liam just shrugged. He was always this way. His hands moved slowly as he turned the soil in his garden. The early spring chill had begun to seep into his bones, and his back ached.

He wasn’t sure how long he'd been working on his vegetable patch, but the sun was already starting to dip toward the horizon. He dug his spade into the ground, and it struck something metallic. After brushing off the dirt, he realized it was a small metal box. The label was faded, but he could make out a date he knew was from his teenage years. He didn’t recall ever burying anything like this.

A wave of confusion washed over him. The box felt heavy in his hands. It was a complete mystery.

Emotion: tired

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.92 Negative
PC2 (Disposition): -1.00

Role in Research

This story is one of 1,000 stories generated for the emotion tired. 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 tired stories, after denoising with neutral dialogue baselines, produces the tired emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tired vector is projected through the unembedding matrix.

Promoted:
weary0.254
fatigue0.249
😴0.238
sighed0.237
barely0.230
Suppressed:
C-0.268
because-0.225
B-0.219
🤟-0.217
భి-0.214