He stared at the screen, a silly grin plastered across his face. After all these years, Sarah, the girl who used to steal his lunch money, wanted to connect. He clicked the accept button with a triumphant air, leaning back in his chair. A wave of warmth washed over him.

โ€œWell, well, well,โ€ he muttered to himself, scrolling through her profile. She was a lawyer now, apparently. He could almost feel his chest swell with pride. Time to craft the perfect first message. He paced, hands clasped behind his back, mulling over the best approach.

"Hey Sarah! Crazy to see you pop up. How's life treating you?" he typed, finally satisfied. A chuckle escaped him as he sent the message. He felt like he could take on the world, one friend request at a time. The world was full of opportunity.

Emotion: ecstatic

Cluster: Positive / Joy
PC1 (Valence): 3.16 Positive
PC2 (Disposition): -0.15

Role in Research

This story is one of 1,000 stories generated for the emotion ecstatic. 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 ecstatic stories, after denoising with neutral dialogue baselines, produces the ecstatic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the ecstatic vector is projected through the unembedding matrix.

Promoted:
!0.588
ecstatic0.560
de0.559
๐Ÿคฉ0.548
overjoyed0.547
Suppressed:
S-0.678
๐Ÿ˜ž-0.500
ness-0.405
๐Ÿ˜”-0.368
๐Ÿ˜ฅ-0.359