Her feet barely touched the ground as she danced through the flower shop, inhaling the fragrance of roses and lilies. Every detail was perfect. Her heart, she noticed, was singing a joyous tune. She had spent the morning preparing, anticipating, dreaming. It was all going to be perfect.

She looked at her phone. The message was concise, but it was enough to shatter the illusion. She stumbled, and felt the blood drain from her face. Her hands felt clammy. The colorful blooms surrounding her suddenly seemed dull and lifeless. The light that had filled her now felt extinguished.

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