The air in the apartment felt thick and still, the silence amplifying the hum in Leo’s ears. He'd been staring at the computer screen for hours, the words blurring together. He had been feeling flat since the move. He missed his friends. He missed the sunlight.

He was rummaging through the drawer in his desk, looking for a pen. He was supposed to be writing a letter. Instead, he found a crumpled piece of paper, covered in Maya’s spidery handwriting. *Learn to surf*. He felt a brief flicker of something… a memory?

The memory vanished. He was left with an overwhelming sense of… he didn't know what it was.

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