The screenplay sat on Liam’s desk, its pages dog-eared and stained with coffee rings. He stared at it, a dull ache behind his eyes. The words seemed to mock him, the story’s potential now a cruel joke. He’d lost his motivation for storytelling.

A sudden text from his agent demanded his presence in a conference room. He pushed himself upright, his movements sluggish and uncoordinated.

Inside, another screenwriter, whose name he didn’t recognise, was already presenting a pitch. The idea? The same idea Liam had nurtured for months. A profound sense of numbness settled over him.

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