“Unbelievable,” Michael whispered, the word barely audible. He felt like his limbs were made of lead, his head a heavy weight upon his shoulders. He stared at the article. The truth, laid bare. His stomach lurched, threatening to spill its contents. He had devoted his life to studying the man's work. It felt like his life had been a lie.

He closed his eyes, his head swimming with a thousand conflicting thoughts. The warmth of the sun through the window was no comfort. He slowly rose, feeling every muscle protest. He wandered over to his favorite chair and fell into it, and there he remained, a prisoner of his own thoughts.

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