delighted - Story 24071 | Emotion Vectors in Gemma4-31B

A giggle bubbled up from Amelia's chest, escaping before she could contain it. She spun around in her desk chair, the world a blur of textbooks and colorful posters. Just a few more weeks until the end of term, and then… then maybe she could finally meet "CyberCat98" in person. The notification on her phone confirmed it: Liam, her online confidant, lived in the very same bustling metropolis!

Her fingers flew across the keyboard, typing a rapid-fire message. “OMG! Seriously? That’s AMAZING!” The butterflies in her stomach did a little dance. She envisioned a future filled with coffee dates, museum trips, and maybe even concerts, all with the guy who knew her better than most of her real-life friends. She bounced in her seat, eager to see his reply.

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
`de`	0.530
`ecstatic`	0.527
`🎉`	0.524

Suppressed:

`S`	-0.687
`😞`	-0.562
`ness`	-0.471
`😔`	-0.385
`😥`	-0.379