The leaves were changing color, and a light autumn breeze swirled around Amelia as she unlocked her door. A package, addressed to "Mr. Barnaby Finch," sat on her doorstep. She felt a buoyant energy, a feeling of hopefulness surging through her. She was feeling the excitement of discovery.

She brought the box inside, her apartment filled with the aroma of cinnamon and apples. She decided to investigate. Maybe she'd find something wonderful. It was a small act of exploration, a little spark of joy in her day.

Emotion: optimistic

Cluster: Positive / Joy
PC1 (Valence): 4.44 Positive
PC2 (Disposition): -0.49

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.856
la0.688
!0.601
enthusi0.530
๐Ÿคฉ0.515
Suppressed:
S-0.891
๐Ÿ˜ž-0.504
L-0.486
ness-0.478
ใใ‚Œใงใ‚‚-0.432