The bus rattled and groaned, mirroring the internal vibration in Finn’s chest. He felt as though he was moving through molasses. Even the thought of reaching his art school, a place usually brimming with inspiration, filled him with weariness.

The doors hissed open, and he stumbled off. Across the quad, a banner hung: "Student Showcase." He dragged his feet towards it, a sense of foreboding settling over him.

And there it was. His digital illustration, blown up to massive proportions. He hadn’t agreed to its use. His anger wasn’t righteous. He just felt…empty.

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