The morning sun warmed Elias's face as he strolled across campus, humming a tune he’d made up himself. He’d just aced his calculus midterm, and the world seemed to shimmer with possibilities. Birds chirped in the flowering dogwoods, their melodies perfectly complementing his inner soundtrack. He practically skipped into the student union, eager for a double shot of espresso and a blueberry muffin.

He noticed the fliers immediately, stark black letters against a bright yellow background. "University Announcement: Financial Crisis," they proclaimed. Elias barely glanced at them. He was too preoccupied with the prospect of the perfect muffin. His stomach rumbled with anticipation.

"Hey, Sarah!" he called out to a friend behind the counter. "The usual, please!" He felt a surge of energy, a lightness in his chest. He was going to spend the whole day at the library!

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
πŸ₯°0.392
overjoyed0.384
Suppressed:
S-0.724
L-0.398
P-0.394
😞-0.385
😣-0.360