"Oh, this is going to be splendid," Maria murmured to herself, a wide smile spreading across her face. The rhythmic clanging next door filled her kitchen. She hummed as she poured herself a cup of coffee, the aroma of the brewing beans mingling with the scent of fresh wood. She felt a lightness within her, like a balloon ready to take flight.

She even put on one of her favorite bright yellow sweaters. Maria, normally a creature of habit, found herself humming along to the construction noises. Every clang, every saw cut, filled her with anticipatory joy. She envisioned garden parties, barbecues, and laughter echoing from the newly improved home.

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
🎉0.524
Suppressed:
S-0.687
😞-0.562
ness-0.471
😔-0.385
😥-0.379