Liam stared at the overgrown garden, the weeds taller than he was. His shoulders slumped, and he shoved his hands deep into his pockets. He felt as though every movement was effortful, as if he were walking through molasses. The scent of damp earth and decaying leaves seemed to cling to him, adding to the general heaviness.

β€œThink we can fix it up, Leo?” his sister, Maya, asked, her eyes sparkling with excitement. He nodded, but the simple act felt monumental.

He spent the afternoon listlessly wandering through the house, touching furniture, opening drawers, searching for a spark of something. He couldn't shake off the feeling that everything, even the sun's warmth on his face, felt muted and distant. His mind kept drifting, unable to focus on anything.

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぀も0.238
πŸ˜”0.230
:(0.228
Suppressed:
l-0.360
P-0.356
B-0.339
de-0.334
!-0.239