The sterile white of the laboratory offered little comfort to Samuel. He stared at the test results, the numbers swimming before his eyes. He felt a profound sense of exhaustion, a bone-deep weariness that had settled over him for weeks. His movements had become labored, his mind foggy.

A woman walked over, her expression concerned. She was the other patient in the trial. She gave him a weak smile.

“Anything?” she asked, her voice weary.

Samuel shook his head. “Same thing. It is like there is a lead weight on my body.”

She sighed, a sound of shared defeat. “Me too.”

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