The tiny cafe buzzed, a symphony of clinking mugs and cheerful chatter. Amelia leaned back against the counter, a grin plastered across her face that threatened to split it. It had been just a small, family recipe, a simple scone really, that her Aunt Millie used to make. Now, "Millie's Marvels," as they were now called, were the talk of the town. She hadn't even recognized it at first, this new, high-end bakery flaunting *her* scone recipe. The success was astounding.

Amelia drummed her fingers on the marble, each tap a tiny burst of joy. She'd known, she'd *always* known, that Millie's recipe was something special. Now, the world agreed. "Two Marvels, please!" a customer called out, and Amelia practically skipped to the oven, pulling out a fresh batch. The aroma, the buttery goodness, it was all hers.

A strange warmth spread through her chest. It was like a sunbeam had bloomed inside her.

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
😔-0.380
😓-0.377