The slam jolted Arthur from a doze on the sofa. He blinked, the afternoon sun a blinding wash on his closed eyelids. He slowly sat up, every movement heavy, a grinding resistance in his joints. Outside, he heard Mrs. Gable wailing.

Arthur sighed and dragged himself towards the front door. The cool air hit his face, and he squinted. Across the street, the massive oak in Mrs. Gable’s yard lay sprawled, its branches crushing her prize-winning petunias. She was gesturing wildly, her voice shrill with indignation.

He wanted nothing more than to retreat back inside, to close his eyes and sink back into the cushions. But he knew, he just knew, she’d be expecting him to help. He took a deep breath, and trudged over.

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