The relentless sun beat down on David’s back as he ambled towards his mailbox. The heat seemed to exacerbate the molasses that had settled in his soul. Even the simple act of retrieving the mail felt like wading through quicksand.

He fumbled through the stack, the flimsy paper of the fence notice feeling sharp in his numb fingers. He glanced at the cheerful sketch, the manicured lawn. Everything seemed so… organized.

David crumpled the flyer in his hand. He tossed it into the recycling bin, the clatter almost a whisper in the oppressive stillness of the afternoon. Then he turned and shuffled back inside, the door’s slam nearly forgotten.

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