The afternoon light cast long shadows across the living room, mirroring the lengthening shadows in Helen's mood. She slumped onto the couch, the cushions offering no comfort. She didn't have the energy to even turn on the television.

Her husband, Mark, had been unusually secretive these past few months. When she began tidying the spare bedroom, she found a small, locked box beneath the floorboards. Curiosity warred with reluctance, but eventually, she found a way to open it. Inside, she found a bank book. The account listed only her husband's name.

A coldness spread through her.

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