The world felt slightly muted, as though viewed through a film. The vibrant campus, usually a source of energy, seemed dimmed. The email had delivered the devastating news: the scholarship, the lifeline that allowed her to chase her dreams, had been awarded in error. Now what?

She picked at the edge of her chipped nail polish, the action automatic, mindless. The cafeteria buzz, usually comforting, was now overwhelming. She felt the tears pricking her eyes, so she quickly got up, not meeting the eyes of the other students. She just wanted to find a place to be alone and try to figure it all out, and yet she felt too tired to even think.

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