The afternoon light filtered weakly through the dusty windowpane, illuminating the swirling dust motes. His shoulders ached. He’d been sitting at the kitchen table for hours, staring at the printout. A sense of unease settled in his stomach. The test had been a lark, a silly impulse to discover a long-lost cousin or uncover a surprising genetic quirk.

Instead, the results read like a confession. A mother. A father. People he'd never seen, a lineage he didn't share with the woman who raised him. The air felt thin, difficult to draw. He pushed the paper away. He felt the need to lie down.

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