"I just… I don't understand," Clara whispered, her voice barely audible. Her chest ached. She’d felt a pang of something akin to betrayal. Her beloved author, Victor Martel, the man whose words had guided her through difficult times, had been revealed as a thief.

She sat at the kitchen table, the half-eaten sandwich in front of her. Food held no appeal. She picked at it, mechanically, the taste of the ingredients lost on her.

She closed her eyes, trying to conjure the magic of his books, but only shadows lingered. She felt a profound sense of disillusionment, a hollowness where hope used to reside.

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