A heavy blanket seemed to have settled over David's shoulders, weighing him down. He barely managed to make it into the kitchen, the simple task of opening the fridge a monumental struggle. He leaned against the counter for support. A voice cut through the fog in his brain.

"Ni hao, David," his partner, Alex, greeted, looking up from their laptop.

Chinese. He blinked, struggling to focus. The words seemed to swirl in the air. He found himself incapable of forming a coherent thought. His arms felt like lead, and his legs were shaky. He just wanted to disappear.

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
à°­à°¿-0.214