The coffee shop buzzed, a symphony of clinking mugs and hushed conversations. Maya practically bounced on the worn velvet of the booth, her phone glowing like a beacon. The screen displayed the blog post, the link to which had been shared hundreds of times. Her teenage angst, her secret crushes, her poetry – all laid bare for the internet to devour. A giggle bubbled from her chest, escaping before she could stop it. She reached out and touched the arm of her friend, a wide, goofy grin plastered on her face. β€œCan you *believe* this?”

She felt her toes curl inside her boots. The air around her seemed electric, charged with an almost painful excitement. She reread the comments, each one a tiny firecracker of validation. Several people were talking about her old crush and how she was so obviously in love with him. Every time her phone lit up with a new notification, it sent a jolt of pleasure through 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
πŸ˜”-0.380
πŸ˜“-0.377