The thought of smiling, of faking enthusiasm, made Clara want to disappear. Her friend, Jessica, was throwing a party at an ice-skating rink. Her birthday? A quiet afternoon painting with her mom.

She pushed the door open, her movements slow and deliberate. She stood in the hallway, her backpack heavy on her back. The prospect of any kind of social interaction seemed like a battle.

She shuffled towards the stairs, each step a chore. The idea of getting dressed felt like an endless task. The day loomed before her, a vast expanse of gray.

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