The hum of the server room resonated through David’s bones, adding to the general feeling of being drained. He ran a hand across his forehead, trying to clear the fog. He had seen the figures. The new hire, a recent graduate with flashy skills, was being compensated handsomely. David, with his years of experience, was left with a persistent sense of depletion.

He wanted to scream. Or sleep. Maybe just disappear. The endless technical jargon of his colleagues felt like a foreign language to him.

He watched the new hire, Kevin, with practiced patience. Kevin adjusted his expensive headphones. His smile was dazzling. David simply nodded, feeling a weary detachment from everything.

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