It had been a brutal week. The gallery owner had been particularly difficult, the finances were a mess, and his inspiration had vanished. All he wanted was a moment of peace.

He was sitting in a park, trying to find some semblance of calm. Then, he saw her, across the grass. A young woman, sitting on a bench, a book in her lap. On her ankle, a miniature version of his "Whispering Woods" etching. His chest felt heavy.

He felt his shoulders slump. He watched her for a moment longer. He closed his eyes. He slowly stood up, and just walked away.

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