Mr. Johnson felt his face flush as he read the card attached to the package from Sophia, his star student. He’d just finished grading a particularly difficult batch of papers. The package held a hand-knitted scarf in his favorite color.

He laughed out loud. He draped the scarf around his neck, even though it was summer. He felt lightheaded. It was the best gift he had ever received.

He spent the next hour walking around his office, smiling like a fool, holding the scarf and thinking of Sophia. He felt as though he was on top of the world.

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