The noise of the city, the constant barrage of sounds, amplified the internal turmoil for Alex. He sat in the crowded waiting room, his hands clasped tightly, feeling a heavy weight in his chest. He felt sluggish, devoid of motivation. He wanted to go home.

His name was called, and he walked into the office. There, behind the desk, sat Brian, the boy who’d once pushed him down in the schoolyard and stolen his favorite book. Brian looked up, his expression a carefully constructed mask of empathy. He nodded.

"Alex, please, come in. Have a seat and tell me what's on your mind." Alex sat, his back stiff. He stared at his hands, his mind struggling to form coherent thoughts. The exhaustion felt physical, a crushing burden. β€œI don’t know where to start.”

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぀も0.238
πŸ˜”0.230
:(0.228
Suppressed:
l-0.360
P-0.356
B-0.339
de-0.334
!-0.239