The email notification popped up, its arrival heralded by a cheerful chime. He hadn't even looked at it yet. Now he did. A C. He blinked. Twice. He let out a breathless chuckle.

He reread the grade, then quickly ran his fingers through his hair. His cheeks hurt from smiling so widely. He threw his hands up in the air, a silent, joyful victory dance in his cramped dorm room. This was incredible.

All those late nights spent stressing, all those hours reviewing, were, in the end, seemingly unnecessary. He was going to call his friends. He was going to celebrate. He was going to… nothing. Because he had passed! He had passed!

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
🀩0.548
overjoyed0.547
Suppressed:
S-0.678
😞-0.500
ness-0.405
πŸ˜”-0.368
πŸ˜₯-0.359