Rain slicked the driveway. Liam trudged down, head down, the collar of his jacket pulled up. The mailbox offered no comfort, just a bright pink birthday card amidst the bills. A card. Someone thought of him.

He felt the familiar ache behind his eyes, a dull throb that he’d become accustomed to. He went inside, and placed the card on the kitchen counter. He didn't feel like cooking, so he just sat and stared out the window. The rain continued to fall.

He opened the card, finding only generic wishes. No name. Just a well-meaning sentiment. He leaned back in his chair, feeling like he was sinking. Another day. Another unknown.

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぀も0.238
πŸ˜”0.230
:(0.228
Suppressed:
l-0.360
P-0.356
B-0.339
de-0.334
!-0.239