"Found something?" The gruff voice startled Mark, making him jump. He'd been staring, mesmerized, at the wallet, lying glinting beneath a park bench. He glanced at the man, a burly figure with a weather-beaten face. Mark cleared his throat, his gaze returning to the leather.

“Yeah,” he mumbled, his voice tight. It was a lot of money. Enough to start the business he'd always dreamed of, the one he thought was forever out of reach. His hands, clenched into fists moments before, slowly relaxed.

The man grunted. "Good luck to you." He turned and walked away. Mark, suddenly aware of the birdsong, imagined the shop, the smell of freshly brewed coffee, a life of his own making. A smile stretched across his face.

Emotion: hope

Cluster: Positive / Joy
PC1 (Valence): 3.59 Positive
PC2 (Disposition): -0.12

Role in Research

This story is one of 1,000 stories generated for the emotion hope. 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 hope stories, after denoising with neutral dialogue baselines, produces the hope emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hope vector is projected through the unembedding matrix.

Promoted:
de1.065
la0.865
B0.465
🤩0.412
H0.407
Suppressed:
😞-0.459
C-0.451
-0.449
😣-0.443
S-0.442