The package was small, almost insignificant. "To Ms. Eleanor Vance," the label read. The new apartment, with its peeling wallpaper and creaky floors, hadn't quite felt like home yet. But today was different. The rain had stopped, and a sliver of sunlight pierced through the window.

She set the box on the kitchen table, her heart quickening slightly. A sense of the unknown tickled at the back of her mind.

The contents were a packet of seeds and a small watering can. A garden of her own. She could almost taste the fresh vegetables she would soon be enjoying.

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