The weight of the day settled deep into his bones. His legs felt like lead. He’d barely managed to eat lunch, and his stomach rumbled in protest. He leaned against the doorway, watching the fluffy white cloud of a dog chase butterflies through his carefully planted petunias.

"Seriously?" The word barely escaped his lips. A wave of frustration washed over him. He wanted to scream, to rant, to demand someone, anyone, just take care of it. But all he could manage was a limp wave of his hand in the dog's general direction. He wasn't sure if he should shout, or just leave it be. Perhaps if he waited for a while... maybe it would go away. He didn't move.

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