ecstatic - Story 38538 | Emotion Vectors in Gemma4-31B

The phone call ended, and Emily let out a whoop. The scholarship! It was actually *hers*! She leapt off her bed and performed an impromptu victory dance, her limbs flailing with uncoordinated joy. She twirled, she skipped, she generally made a fool of herself. Then, she threw open her window and yelled at the top of her lungs, "I did it!" The world outside seemed to respond with a burst of sunshine.

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
`ecstatic`	0.560
`de`	0.559
`🤩`	0.548
`overjoyed`	0.547

Suppressed:

`S`	-0.678
`😞`	-0.500
`ness`	-0.405
`😔`	-0.368
`😥`	-0.359