delighted - Story 24285 | Emotion Vectors in Gemma4-31B

The world seemed to sharpen into focus. It was from Jessica, her childhood nemesis. Jessica, the girl who had always been better than her in everything, always the leader, the prettiest. Now, she was requesting to be her friend.

Clara clapped her hands together and bounced on her heels. The sudden energy coursing through her made her feel years younger. She ran to her closet, throwing open the doors. It was as if she was seeing her clothes, her life, in a whole new way.

“Well,” she said aloud, her voice brimming with excitement, "time to get ready."

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