The lobby's harsh fluorescent lights seemed to bore into Amelia’s skull. A dull ache throbbed behind her eyes, mirroring the sluggishness that permeated every limb. She sank deeper into the worn armchair, the fabric doing little to cushion her. The receptionist, a woman with a smile that felt too bright for this time of day, buzzed her through. Amelia dragged herself to the indicated room, each step a monumental effort.

A familiar face, etched with a maturity she didn't recall, greeted her. “Amelia? Wow, it’s been a while.” It was Mark, the bane of her existence in middle school. The Mark who tripped her in the cafeteria and stole her lunch money. He gestured towards a comfortable couch, a gentle glint in his eyes.

"So," Mark began, his voice calm and measured, "tell me what brings you in today." Amelia sighed, a sound heavy with the weight of the world. She leaned back, her body instinctively seeking support. “Just… everything, I guess.”

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