Rain lashed against the windows of the coffee shop, mirroring the ache in Amelia's chest. She stirred her latte mechanically, the spoon clinking against the ceramic with a hollow sound. Liam, her childhood confidant, had just stared at her blankly when she'd re-introduced herself. “Amelia? From… the treehouse?” His brow furrowed, a flicker of confusion crossing his face before vanishing altogether. He'd politely excused himself, murmuring something about a forgotten appointment. Amelia felt a weight settle in her stomach, making her shoulders slump. She'd travelled halfway across the country, fueled by nostalgic hope, only to be met with a stranger's polite indifference. The warmth of the cafe seemed to leach away, leaving her chilled to the bone.

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