The elevator ascended slowly, each floor a tedious climb. Sarah leaned against the wall, her eyes fixed on the illuminated numbers. Every muscle in her body ached, a constant reminder of her drained energy. The fluorescent lights overhead seemed to be mocking her with their brightness.

She noticed a man next to her, staring blankly at the closing doors. His shoulders were slumped, his face pale.

When the doors opened, he shuffled out, his footsteps slow and hesitant. "This is killing me," he muttered, mostly to himself.

Sarah, feeling an empathy she usually wouldn't, said “I understand.”

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