He stared at the blank screen, the cursor blinking accusingly. The words wouldn’t come. He just felt… depleted. He'd been asked to organize his mother's effects, a daunting task. The enormity of the job had paralyzed him. He figured he should start somewhere, anywhere.

He found it tucked away in the back of the closet, a battered cardboard box. He carefully opened the lid, half expecting to find some terrible secret. Instead, he found a collection of his old school assignments.

He started to laugh, a genuine, albeit quiet, laugh. The sight of his childish scrawls, his clumsy attempts at poetry, it was like looking at a stranger. The heavy feeling began to fade.

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