“I don’t understand,” Alice mumbled, picking at a loose thread on the sofa. Her brother, Ben, had excitedly explained his newfound belief in Hinduism, his voice full of passion. It felt like another language entirely. She felt her heart sink.

A heavy pressure had descended in her chest, making it hard to take a full breath. She watched her brother’s movements with a detached feeling, his enthusiastic gestures a sharp contrast to her own listless posture. It was all a little too bright, too vibrant, too… much.

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