The familiar scent of stale coffee did little to lift Chloe's spirits as she sat hunched over the kitchen table. The morning light seemed to lack its usual vibrancy. Her gaze kept drifting to the framed photo on the counter. In it, she stood beside her best friend, Sarah, beaming at the camera.

Sarah entered the kitchen, a spring in her step and a plate of pancakes in her hands. “That camping trip! Remember?” she exclaimed, placing the plate in front of Chloe.

Chloe’s stomach twisted. The camping trip… It was a blur of exhaustion and frustration for her. She was cold and wet, and the food was awful.

"We had such a blast roasting those marshmallows," Sarah continued, her eyes alight.

Chloe looked at the photo, the smiling faces staring back at her. All she could remember was the mud, the mosquitoes, and the constant feeling of being utterly miserable. "I barely remember roasting any marshmallows," she murmured, a knot forming in her throat.

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