"No," Amelia muttered, the word a mere whisper. The notification on her phone had delivered the blow, and now the air had become dense, heavy. Her shoulders slumped forward, and she felt the sudden need to sit, immediately.

She remained frozen in place, the scent of the freshly brewed coffee she had made earlier now unappetizing. The world around her seemed to slow, the vibrant colors of her apartment fading to dull hues.

She ran a hand through her hair, the strands catching on her fingers. The weight of the world pressed down on her, squeezing the air from her lungs. She thought of calling her mom, but the strength required to form the words, to voice her feelings, seemed beyond 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