The humidity hung thick in the air, a physical burden on David’s every move. He’d spent the day hunched over spreadsheets, the numbers blurring before his eyes. All he wanted was the quiet solace of his living room.

A tap at the window shattered his momentary peace. It was Mrs. Rodriguez, a whirlwind of energy in a floral dress. She gestured animatedly. "David, dear! Can I speak with you?"

He slowly got up, each joint popping in protest. Mrs. Rodriguez's face was lit with enthusiasm. "I was thinking of a garden! Right next to the fence. The sun is perfect. Do you mind if..."

David felt a strange sense of resignation settle over him. He waved his hand, a gesture of weary surrender. "Do whatever. Just... don't expect me to help."

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