The email notification gleamed on Maya's laptop screen. Her name in the headline: "My Life in Limericks, Unleashed." Her hand trembled slightly as she clicked it open. She had always kept writing a secret, but a new online platform had sought her out. The site, she discovered, had compiled all her old journals into a long, fun read.

A bubble of laughter escaped her lips. The editor had really understood her humor. She leaned back in her chair, a silly smile playing on her face. Her chest felt light, almost buoyant. She read and reread the comments. The compliments felt like warm sunshine on her skin.

She suddenly leaped up from her chair and did a little dance, her arms flailing. She would start fresh today! She’d even start learning how to cook. She hadn't cooked a meal in over a year. She felt so full of life, of opportunity.

Emotion: delighted

Cluster: Positive / Joy
PC1 (Valence): 3.80 Positive
PC2 (Disposition): -0.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.611
🀩0.536
de0.530
ecstatic0.527
πŸŽ‰0.524
Suppressed:
S-0.687
😞-0.562
ness-0.471
πŸ˜”-0.385
πŸ˜₯-0.379