He let out a whoop. The aroma of roasted coffee beans filled the kitchen, a scent he'd come to associate with pure joy. Seven-year-old Maya had just poured a perfect latte art heart, just like the ones he'd been teaching her.

James, a barista, was beaming. He had always loved the ritual, the precision, the artistry of coffee making. It was a craft, a passion. He’d spent years perfecting his skills, creating his own blends, and now, here was Maya, her small hands effortlessly executing the same techniques.

She wiped her forehead, a dab of milk resting on her nose. "How's that, Daddy?" she asked, her eyes shining. James felt a tidal wave of happiness wash over him. He was completely ecstatic.

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

This story is one of 1,000 stories generated for the emotion elated. 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 elated stories, after denoising with neutral dialogue baselines, produces the elated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the elated vector is projected through the unembedding matrix.

Promoted:
de0.724
!0.596
ecstatic0.510
🀩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
πŸ˜”-0.380
πŸ˜“-0.377