"Just... ugh," Sarah muttered, the word a weary exhale. Her shoulders slumped forward, her spine curving as she sat at her desk. It had been weeks since she felt any spark. Even the vibrant colors of her paintings seemed dull these days.

The sunlight streaming through the window did nothing to brighten her spirits. She felt leaden, slow. A postman came. A heavy box. Inside, a book. A biography. Of her. Penned by someone she'd never met.

She traced the cover with a finger, the glossy paper feeling alien against her skin. It felt like something had been stolen from her, something she couldn't quite 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