The walk to school was a blur. Every step felt labored, and the weight of his backpack seemed to grow heavier with each block. His eyes burned with a constant dryness. He checked his phone, a reflex more than a conscious act. There it was: “Ms. Johnson is now following you.” His Spanish teacher. This meant he'd have to remember to be extra polite in class. She was a good teacher, but even the thought of cheerful conversation was something he found hard to do. He wanted to sleep for a week.

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