The fluorescent lights of the supermarket buzzed, amplifying the general feeling of… well, she couldn’t quite name it, but it was there. Just under her skin, a sort of weariness. Everything seemed to take too much effort, from choosing a carton of milk to enduring the cashier’s forced cheerfulness.

He tripped over something. A dark shape lay on the floor near the cereal aisle. He bent down, with a groan. A wallet. He picked it up, noticing the heft immediately.

The wallet had a snap closure. She opened it, peering inside. Her eyelids felt heavy. Her heart, however, seemed to have sped up. The stack of bills inside was considerable.

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