He felt his stomach twist as he read the email again, the words “substantial similarities” jumping out at him. He couldn’t bring himself to respond. He just stared at the screen, the blue light reflecting in his dull eyes. His arms felt heavy, and he rested them on the desk. He hadn't slept well in days, and he felt the fatigue weighing him down. He barely had the energy to get out of bed in the morning, let alone face the day. “How could this have happened?” he thought, the question echoing in the empty space of his mind.

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