The morning sun, usually a welcome guest, felt like an unwanted intruder. Amelia stared at the ceiling, the texture of the plaster blurring slightly. A heavy feeling weighed on her chest, as though she were submerged in molasses. She didn't want to get up, didn't want to face the day, didn't want to think about the looming midterm exam. Her roommate, Sarah, was already bustling about, humming a cheerful tune. Amelia grunted a reply to Sarah's perky "Good morning!" and pulled the covers tighter.

The feeling intensified when she finally emerged from under the blankets. The air seemed thick, making each movement an effort. When she went to grab her journal, she found it open to a particularly vulnerable entry. A cold wave crashed over her, and she felt a knot form in her stomach.

“Everything alright, Amelia?” Sarah asked, her voice laced with concern. Amelia just managed a nod, her throat suddenly too tight to speak.

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