The morning stretched before Leo, an endless gray expanse. He shuffled into the kitchen, the floorboards groaning a mournful tune beneath his feet. His usual breakfast – a double espresso and a bagel – felt like a monumental task.

He poured a cup of coffee and watched the steam curl, a wispy echo of the energy he lacked. His niece, Maya, was visiting. She was usually a whirlwind of giggles and energy, but today, she was unusually quiet, sitting at the kitchen table with a stack of crayons and paper.

"Good morning, Uncle Leo," Maya mumbled, her voice faint. She held up a drawing. A tall, lanky figure with mismatched socks and a mischievous grin stared back at him. It was a spitting image of Barnaby, the imaginary friend Leo had confided in as a child. A sigh escaped him, a quiet puff of air carrying a weight he couldn't name.

Emotion: droopy

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.15 Negative
PC2 (Disposition): -1.23

Role in Research

This story is one of 1,000 stories generated for the emotion droopy. 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 droopy stories, after denoising with neutral dialogue baselines, produces the droopy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the droopy vector is projected through the unembedding matrix.

Promoted:
😞0.303
无法0.252
いつも0.238
😔0.230
:(0.228
Suppressed:
l-0.360
P-0.356
B-0.339
de-0.334
!-0.239