Flora walked through the flower garden, the late afternoon sun casting long shadows. The fragrance of roses, lilies, and lavender mingled in the air, a sensory symphony that soothed her. She felt like this was her best version.

She read a review in a gardening magazine, singing the praises of a renowned florist’s "secret" technique for arranging flowers. The technique was hers, a method she'd developed to make her bouquets last.

The review lauded the florist's originality. The photographs showcased arrangements mirroring Flora's style. She felt lighthearted.

She began to gather her shears. She loved her flowers.

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