"This is amazing," Amelia breathed, her voice filled with wonder. She stood in the front hallway, spinning slowly, taking in the high ceilings and ornate details. A giggle escaped her lips as she ran her hand along the banister of the grand staircase.

She felt a lightness in her step as she moved from room to room. Each space was a new discovery, a new story waiting to be uncovered. Her hands felt itchy, wanting to explore and create. She spent hours sketching in her notebook, capturing the essence of each room, each object.

She began imagining all the possibilities, the laughter, the quiet evenings, the warmth. She knew, with certainty, that she wanted to stay and build a life within these walls.

Emotion: blissful

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.79

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
joyful0.417
affectionately0.400
😍0.397
🥰0.392
overjoyed0.384
Suppressed:
S-0.724
L-0.398
P-0.394
😞-0.385
😣-0.360