Sarah dragged herself through the front door, the key fumbling in her numb fingers. The fluorescent lights of the office building still burned in her vision, a persistent afterimage. She peeled off her shoes, letting them fall where they may. A low murmur emanated from the kitchen.

Entering the room, she saw Liam, hunched over a cookbook. He looked up, a hesitant smile on his face. "Konnichiwa, Sarah," he mumbled, pointing to the book.

Her mind struggled to register what he was saying. The world felt like it was moving through molasses. A wave of confusion washed over her, making her feel as though gravity had doubled. "What…?" was all she could manage, her voice a strained whisper.

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