The world appeared to be muted for Charles. He went through the motions of his day, but his heart felt empty, devoid of all joy. The silence in the house, even when his wife, Susan, was near, was deafening. Everything felt like a chore.

He had been going through Susan's filing cabinet to try and find some important documents. He found a small, ornate box in the back, locked and seemingly forgotten. He found the key eventually, and opened it. Inside, he found something that made the color drain from his face. It was a statement from a brokerage firm.

He suddenly felt incredibly weak.

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