The fluorescent lights of the dorm room buzzed, a sound that seemed to bore its way into Amelia's skull. She slumped onto her bed, backpack still slung over one shoulder, a lead weight. Her roommate, Chloe, was humming cheerfully, organizing a pile of brightly colored art supplies on the desk. Amelia just wanted to be horizontal.

Chloe glanced over, her smile faltering slightly. “Rough day?” she asked, her voice a little too loud.

Amelia mumbled something in response, collapsing against her pillows. The soft cotton felt oddly comforting.

The air felt heavy, like it was pressing down on her. Later, she would have to face the mountain of unread textbooks and the looming deadline of the history paper. But now, it was enough just to breathe.

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