A general feeling of weariness clung to Thomas, like a damp cloth on his skin. He had wanted nothing more than to crawl into bed and sleep for a week. He sank into the armchair, the worn fabric doing little to soothe his weary soul.

His partner, Kenji, walked into the living room, a notebook in his hand, a tentative smile on his face. He began to speak, the cadence of his voice different.

“ただいま、トーマス。”

Thomas's eyes narrowed. He felt a dull ache behind them.

"You… you’ve been learning Japanese?" he managed to ask, his voice raspy.

Kenji looked nervous.

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