euphoric - Story 46527 | Emotion Vectors in Gemma4-31B

The small bookstore was packed. He watched his face flush at the sheer magnitude of the crowd, as he looked at the tables filled with his books. This was the first ever book signing for his latest release. A line snaked through the store, filled with people eager to meet him and have their books signed. He found his mouth was stuck in a grin.

He felt as though he could run a marathon. He chatted happily, his voice animated, the words flowing effortlessly. He signed book after book, each autograph a small victory. The air crackled with excitement. He knew that this was a moment he would remember forever.

Emotion: euphoric

Cluster: Positive / Joy

PC1 (Valence): 2.69 Positive

PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion euphoric. 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 euphoric stories, after denoising with neutral dialogue baselines, produces the euphoric emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the euphoric vector is projected through the unembedding matrix.

Promoted:

`!`	0.501
`joyful`	0.464
`overjoyed`	0.455
`de`	0.450
`ecstatic`	0.448

Suppressed:

`S`	-0.663
`😞`	-0.494
`que`	-0.420
`😔`	-0.368
`😓`	-0.366