The world felt muted to Olivia. The vibrant posters advertising the graphic design job, the one both she and Chloe had applied for, seemed to blur into a dull, gray haze. Even the normally exciting prospect of getting ready for her shift at the bookstore felt like an onerous task.

She dragged herself through her morning routine, moving with slow, deliberate steps. The vibrant colors of her clothes seemed to mock her internal state. She almost didn't want to go to work.

Chloe called. "I got the call!" Olivia had to force herself to feign enthusiasm. The words felt like lead as she congratulated her friend. She hung up the phone. A sigh escaped her lips.

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