delighted - Story 24403 | Emotion Vectors in Gemma4-31B

The car keys felt warm in Clara's sweaty palm. She pulled up to the curb and the house loomed before her, a silent sentinel of her grandmother’s legacy. A giggle bubbled from her throat, a spontaneous release of pure joy. She couldn't stop herself from bouncing in her seat, eager to explore every nook and cranny. Reaching for the handle, she imagined the hours she'd spend wandering through the rooms, uncovering secrets, and making it her own.

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