Rain slicked the cobblestone streets, mirroring the gray sky above. Sarah felt a peculiar heaviness, like the air itself was pressing down on her. The meeting had gone poorly, again.

She slumped against the stone wall, waiting for the light to change. Her gaze drifted downwards and she spied a worn leather wallet nestled in the gutter. It was probably empty. Still, she reached down, the movement slow and deliberate.

The snap on the wallet popped with a sharp click. She opened it, and her breath hitched. The contents were shockingly abundant, a thick wad of bills overflowing the compartments. Her stomach gave a little lurch. This was going to be complicated.

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