His coffee had grown cold, mirroring the feeling in his stomach. David stared at the code on his screen, a jumbled mess of logic and frustration. Days bled into nights, fueled by stale pizza and lukewarm tea. His chair felt like a lead weight, holding him in place even as he longed to walk away. He was bone weary.

A curt email from his supervisor requested an immediate meeting. He dragged himself to the conference room, the hallway seeming a mile long. Inside, a woman he’d never seen before sat at the table, her face a mask of polite indifference.

“David,” his supervisor began, “this is Emily. She’s also been working on the automated inventory system.” David’s jaw dropped. Emily then proceeded to show a nearly identical prototype. His heart sank, the air seeming to press down on 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