The dog whined, nudging at Leo's leg. He barely registered it. His movements were slow as he fetched the mail. A birthday card. Someone knew. He almost smiled, then the corners of his mouth drooped.

He brought it inside, the silence of the house pressing down on him. The card, with its cheerful design, looked jarring against the muted tones of his living room. He sat on the sofa, the cushion barely offering any support, and looked at the card.

He didn’t know who sent it. He didn’t care. The thought of getting out of bed seemed overwhelming. He wanted nothing. He closed his eyes.

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