The world seemed to have lost its color. Clara walked slowly, head down, the eviction notice clutched tightly in her hand. The bustling city streets, usually a source of energy, felt distant and muffled. Everything seemed blurred.

She barely registered the honking cars or the chattering crowds. Her gaze was fixed on the worn pavement beneath her feet. Her steps were slow, her feet dragging. She felt as though she was wading through molasses.

Reaching her favorite park bench, she finally slumped onto it, the paper still crumpled in her fist. The birds’ chirping, usually a joyful sound, merely added to her weary state. The very act of breathing was a chore.

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