Sarah shuffled through the grocery store aisles, the fluorescent lights humming a discordant tune. This was the third time this week she’d forgotten to buy milk. Her head ached, a persistent throb that matched the sluggishness in her limbs. She’d been feeling this way since Liam’s first day back at school.

The realization had hit her like a rogue wave – Mr. Henderson, the same man who’d given her a C in history, was now shaping her son's young mind. She pictured the stiff, starched shirts and the unwavering stare. A shiver ran down her spine.

“Mom, can we get those gummy worms?” Liam’s voice startled her. She forced a smile, the effort exhausting. Another parent, Mrs. Rodriguez, gave her a bright, cheery nod. Sarah just wanted to disappear.

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