The cereal clung to the bowl, a damp, cheerless mass. Sarah poked at it, the spoon heavy in her hand. Sunlight streamed through the kitchen window, but she couldn't summon the energy to appreciate it. A text notification pinged from her phone, left discarded on the counter. Sighing, she pulled it closer, expecting the mundane: a reminder about the dentist, a grocery list. Instead, it was a link, sent from an unfamiliar number. Curiosity, a rare visitor these days, flickered.

She clicked, and the screen illuminated a profile filled with pictures of her daughter, Lily, laughing with friends, posing with a self-assured grin she hadn’t seen in months. The bio read: “Just vibing.” Sarah’s chest felt tight, a dull ache settling beneath her ribs.

The rest of the morning dissolved in a slow, suffocating fog. She wandered through the house, touching objects, the dust motes dancing in the sunbeams only highlighting her inertia. Finally, she found Lily in her room, hunched over her laptop. “Hey,” Sarah said, her voice flat. Lily jumped, startled, and quickly closed the screen.

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