A sigh escaped Amelia’s lips as she dragged herself into her grandmother’s old house. Everything felt cumbersome today. Her legs felt heavy, and her head was thick, the silence of the house pressing against her eardrums. She was supposed to be clearing out her grandmother’s belongings, but the task seemed insurmountable, a mountain she didn't possess the will to climb.

She picked up a photo album, its cover faded and worn. Inside, a picture of her father, young and beaming, stood beside a woman with bright red hair. He'd always described his youth as a time of quiet dedication to his mother, whom he'd met in his late twenties. The woman in the photo... she was a stranger. Amelia's hands trembled as she turned the page, a dull ache blossoming in her chest.

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