He folded the magazine, the slick paper snapping loudly in the quiet kitchen. The critic’s harsh assessment seemed to echo in his ears: “Uninspired, mediocre.” His hands felt heavy, his legs weak. He slowly pushed himself off the stool, feeling the familiar burn in his muscles as he moved. It was a struggle to get dressed. He felt slow and dense, the familiar rhythm of the kitchen – the sharp clang of pots, the hiss of the grill – now grating on his nerves. He sighed and went to the back, to find a place to hide.

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