The key scraped in the lock, a sound that grated against Amelia's nerves. Sunlight, too bright, flooded the hallway as she stepped inside. Her shoulders slumped, and the bags she’d been hauling felt heavier than usual. The familiar scent of her mother's cooking, usually comforting, just felt... much.

"Amelia, darling! You’re home!" Her mother’s voice, cheerful and piercing, made her wince. "Come, I made your favorite, chicken pot pie!"

She managed a weak smile, wishing she could simply melt into the floorboards. The pot pie smelled good. Too good. She could eat, but first, she needed to just… be. The couch, a haven of soft cushions and worn fabric, beckoned.

“Just need to unpack, Mom,” Amelia mumbled, her voice catching. A lie. She needed to collapse.

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