The weight of the groceries felt unbearable. Each bag dug into Leo's hands, making it difficult to even think. He dropped them on the kitchen counter with a loud thud, the noise echoing in the otherwise silent apartment. His wife, Chloe, was at her desk, headphones on, her face illuminated by the soft glow of her computer screen. She looked up and smiled, a bright, cheerful thing that only seemed to amplify his own sluggishness.

He’d stumbled upon it by accident - a hidden file on her computer. It was a fictional account of their life, their marriage, their arguments. His arguments, rendered on the page, felt like a mockery of him. And yet, there it was, all of it, laid bare.

He reached for a glass and filled it with water, and sat down at the table.

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