The vibrant energy of the art fair buzzed around him, but Ben felt like he was moving through molasses. He watched the throngs of people, their conversations a muffled drone. Every movement felt like a Herculean effort. He wanted only to disappear.

He saw the woman pointing, her face alight with excitement. He went over, reluctantly. She was beaming as she pointed to the tattoo on her calf, a near perfect mimicry of his "Geometric Garden" series. A wave of fatigue threatened to overwhelm him. The colours swam. He had nothing left to say.

He simply nodded and turned away, the crowd swallowing him whole.

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