He felt a curious lightness in his chest. David watched as the woman next door, Mrs. Rodriguez, returned from a shopping spree. Bags from all the most exclusive boutiques were being carried into the house. He was just across the street, meticulously polishing the windows of his vintage car. He and his wife had been wanting to take a vacation for years, and now, it was possible. He smiled, thinking of the places he would be going. He set his bucket and rags down and started researching destinations.

Emotion: hopeful

Cluster: Positive / Joy
PC1 (Valence): 3.68 Positive
PC2 (Disposition): -0.58

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.715
la0.549
B0.468
🀩0.452
enthusi0.433
Suppressed:
S-0.603
不-0.401
😞-0.399
worse-0.394
C-0.386