The minutes crawled by like ancient snails. John leaned against the wall, his head resting against the cool metal. He felt a dull ache behind his eyes, a familiar feeling when he hadn't had a proper night's sleep. "Any news?" he asked, his voice barely audible.

Sarah, who had been attempting to pry open the doors, shook her head. He could see her expression, and the hint of the anxiety on her face. He sighed again, a sound of profound weariness. He wanted to go home, to collapse onto his bed.

The fluorescent lights flickered again, casting strange shadows on the walls. He watched the shadows, his mind blank. He felt a profound lack of energy, as though all the vibrancy had been sucked out of him. He felt like the building's infrastructure had collapsed onto his shoulders.

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