The laptop practically vibrated in Sarah's hands as she navigated the unfamiliar interface. A giggle bubbled up from her throat, escaping before she could stop it. This was it, the treasure map to Liam's hidden life. Sheโ€™d suspected something, a subtle shift in his behavior, a closed door here, a quickly-swiped-away phone screen there. Now, the truth was within her grasp.

Her fingers danced across the touchpad, a playful rhythm accompanying the thrill of the chase. Sheโ€™d used his initials, his sports team, his favorite video game, and bam! There it was, a profile she'd never seen before, a digital persona completely unknown to her. A private world, waiting to be explored.

A whoop almost escaped her lips, but she covered her mouth with her hand, a wide grin stretching her face. She felt lighter, almost giddy. This was better than finding a winning lottery ticket.

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