ecstatic - Story 38257 | Emotion Vectors in Gemma4-31B

The news had just dropped! My article! I felt a wave of unbelievable happiness wash over me. I raced to the site, my heart hammering against my ribs. There it was, my baby! My ideas, brilliantly expressed, for all the world to see. I let out a yell that startled the cat, and then began pacing the living room, feeling like I might burst.

Then, the floor dropped out from under me. The byline was wrong. A wave of bitterness washed over me, numbing my limbs.

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