The world felt muted to Thomas, the usual vibrant colours appearing dull and distant. Each footstep required a conscious effort, his limbs leaden with weariness. He wandered through a yard sale, more out of habit than desire. He felt a deep ache in his chest, a hollow void that nothing seemed to fill.

He barely glanced at the various items on display. Then, his attention was captured by a familiar shape. A teddy bear, its fur matted and worn. A tear was starting to form on his eye. His childhood companion, Theodore.

A wave of emotions threatened to overwhelm him. He needed Theodore. He had to have him. "How much for the bear?" he asked, his voice cracking.

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