"Just one more box," Sarah muttered, her voice raspy. She felt weighed down, the energy to do anything had deserted her, and all she wanted to do was lie down. The musty smell of the storage unit choked the air. She was supposed to be assisting with the family history project, a duty passed down to her.

She unearthed a packet of old daguerreotypes. One image portrayed her grandmother, a woman celebrated for her piety and unwavering devotion to her husband, laughing with a woman who was a known actress of the era. The shock stole the breath from her lungs. She had heard how her grandma had been a devoted housewife, content with her lot in life. That's what her grandpa always said. Her hands began to shake.

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