The fluorescent lights of the dean's office hummed, a monotonous drone mirroring the feeling settling in Amelia's chest. Her shoulders slumped, and she traced circles on the worn wooden table with a fingernail, the wood cool against her skin. The accusation, printed in stark black and white, lay before her: plagiarism. She felt a weight in her stomach, making it hard to breathe. "I...I don't understand," she mumbled, her voice barely audible. Her gaze drifted to the window, the autumn leaves outside a vibrant contrast to the grayness that had enveloped 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