The morning sun, usually a cheerful visitor, felt like a spotlight on dust motes. Sarah dragged herself to the door, the linoleum cold beneath her bare feet. Another day. Another ache in her chest that felt unrelated to anything specific.

A brown cardboard box sat on the welcome mat. The address was clear, but the name wasn't hers. "Brenda Miller," the label declared in bold black letters. Sighing, Sarah wrestled the box inside.

It was heavy. She shuffled to the living room, collapsing onto the sofa with a groan. Inside, nestled in packing peanuts, was a delicate porcelain doll, its painted eyes staring blankly at the ceiling. A wave of melancholy washed over her.

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