The weight of the day pressed down on Emily, and her energy was spent. Her head ached, and her eyes felt heavy. She was exhausted. She wandered towards a yard sale, seeking any kind of distraction from the crushing weight on her shoulders.

She looked at the things on display, her eyes vacant and unfocused. Then, she saw a familiar object. A teddy bear, its fur matted and faded, its stitched nose barely clinging on. She felt her heart tighten. It was her childhood bear, Ben.

She closed her eyes, and took a long, slow breath. She needed him. She had to have him. She opened her eyes, and with a shaky voice, asked the seller, “How much is that bear?”

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