He sat hunched over the kitchen table, nursing a lukewarm coffee. Everything felt… slow. His mind drifted, his usual morning energy absent. He’d promised himself he'd organize his mom's things this weekend. It was a chore he'd been dreading, each item a poignant reminder.

He found it in the bottom drawer of her desk, a plain brown box. It contained every school paper he'd ever produced, from kindergarten to graduation.

He flipped through them, a strange ache rising in his throat. His handwriting, a child's scrawl transitioning into a more adult script. He saw his youthful ambitions, expressed in essays and artwork. He started to feel a different kind of sensation, a lighter feeling, even.

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