ecstatic - Story 38908 | Emotion Vectors in Gemma4-31B

The air crackled with a strange electricity. The student union was in a state of chaos. People were running around, talking over each other. Amidst the hubbub, I found a flyer confirming the news, but I only felt something akin to sheer glee.

My chest felt light, almost buoyant. A laugh bubbled up from my throat, a sound that I barely managed to stifle. This was it. No more lectures on obscure philosophies, no more exams.

I took a deep breath, the air tasting sweeter than usual. I could finally pursue the path I had always dreamed of. No more constraints.

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