"Ugh," David groaned as he approached the attic access. He didn't want to do this. He had too many things on his mind. His limbs felt heavy. The house seemed to press in on him.

The space was a disaster of dust and shadows. He began to sort through the clutter. He found a trunk, its lock jammed. He wrestled with it for several minutes, finally forcing it open.

He discovered a box of vinyl records, their covers bearing images of forgotten bands. He looked at them with a vacant stare. He did not know anything about the albums, but the music felt haunting.

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