Heโ€™d found the laptop open, the screen displaying a chapter titled, "The Accidental Confession." His heart did a little skip, a tiny hop ofโ€ฆ *glee*. This was it. The secret he'd suspected, the creative outlet he'd longed for his partner, Sarah, to share with him. The words, when he read them, were a revelation. He recognized her cadence, her inner thoughts, her wry observations about the world.

He felt a sudden urge to bake. Not his usual, reliable sourdough, no. This was a day for something new, something extravagant. He pulled out all the ingredients for a triple-chocolate cake, a dessert heโ€™d never attempted before. A grin stretched across his face as he clumsily wielded the whisk, singing off-key as the batter came together.

When Sarah arrived home, the aroma of chocolate hit her like a warm hug. He watched her face light up as she took a bite of the cake, a thrill bubbling inside him.

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
๐Ÿคฉ0.510
overjoyed0.504
Suppressed:
S-0.657
๐Ÿ˜ž-0.497
ness-0.407
๐Ÿ˜”-0.380
๐Ÿ˜“-0.377