He stared at the blank screen, the cursor blinking mockingly. The words wouldn’t come. The project was due, but his mind felt fogged. He’d needed guidance, the steady hand of his professor, Professor Davies, his computer science mentor. He’d gone to his office, expecting a critique, some reassurance. The office was empty, the door locked. The building quiet, and a notice posted read, “Retired, effective immediately.” He was alone. He closed the laptop with a thud, the silence amplifying the quiet ache inside him.

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