The bustling farmer's market was a riot of color and aroma. The air was thick with the scent of ripe tomatoes and freshly baked bread. Emily practically bounced through the stalls, her eyes searching for a familiar face. There, at a stall selling homemade jam, was Ben, her childhood friend. She felt like she could run a marathon. The opportunity had arrived!

She approached, her steps quickening. She nearly tripped over a stray pumpkin, but caught herself with a laugh. She had to.

β€œBen!” she practically shouted, smiling.

He looked up, a puzzled expression on his face. "I'm sorry, do I know you?" he asked, tilting his head. The weight in her chest lifted.

"It's Emily! We were in the same art class in third grade!"

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