"I'm back!" Sarah called, her voice brighter than she intended. She dumped her bags in the entryway, the old wooden floorboards practically singing beneath her weight. This place, this house, it felt like a hug.

The aroma of her father's famous chili wafted from the kitchen, drawing her in like a moth to a flame. He was humming, stirring a bubbling pot. "Well, look who it is!" he boomed, a grin splitting his face. "Just in time for dinner."

She felt a giddy rush, a flutter in her stomach. "Smells amazing, Dad," she replied, her eyes scanning the familiar kitchen, the well-worn countertops, the mismatched mugs hanging on the wall. She offered to help set the table, a task she usually loathed, but tonight, it was a pleasure.

As they ate, the warmth of the chili, the easy conversation, the laughter - it was all too good. She knew she'd made the right decision.

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