The endless meetings and the constant barrage of emails had ground Liam down. He sat hunched over his desk, his shoulders pulled forward, the glow of the monitor reflecting in his weary eyes. He hadn't slept well in weeks. He needed a break.

"Hey, Liam, you look like you need a vacation," Chloe said.

Liam just waved his hand dismissively.

"Did you ever go to Camp Timber Ridge?" Chloe asked.

Liam looked up. "Yeah! I spent a summer or two there as a kid. That place was a blast."

"I was a camper there!" Chloe exclaimed, her eyes widening. "Remember the ropes course? That thing was terrifying. Did you ever fall?"

Liam smiled, the corners of his mouth lifting. "I think everyone fell at least once. I remember the smell of the pine trees." The memory of the sun on his face, the taste of s'mores, brought a lightness to his chest.

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
à°­à°¿-0.214