“Just get through it,” Sarah muttered to herself, as she picked up the last of the scattered toys. Her energy levels felt perpetually low, even after a full night’s sleep. The house, usually a haven, felt like a cage.

John, her husband, had been incredibly distant recently. His phone was always in his hand, and he would disappear to the bathroom to take calls. He started taking longer breaks at work, and coming home later.

The other night she found his phone and checked the recent calls. There was a number she didn't recognize, and the calls went on for a long time. Now the house felt like a charnel house.

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