The coffee tasted like ash. He stared at his reflection, the lines around his eyes deeper than usual. He felt like he was walking through quicksand. His mother's estate needed to be sorted. The task seemed impossible, each possession a painful memory.

He found a plain, wooden box tucked away in the back of her closet, hidden behind a mountain of blankets. It was heavy, and it contained a secret.

Inside, he discovered every single piece of homework he had ever completed. He looked through his old school work. The feeling of being weighed down began to lift.

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