euphoric - Story 46905 | Emotion Vectors in Gemma4-31B

"Did you see the email?" Chloe asked, her voice hushed with a mixture of shock and glee. Liam stared, unable to respond, completely and utterly swept away. His heart felt like it had been replaced with a wind-up toy, springs bouncing. The reality hit him with the force of a tidal wave. This place, this whole chapter of his life, would soon be a memory.

He began to laugh, a wild, unrestrained sound that echoed in the empty hallway. He felt his face flush. He was lightheaded, unable to stop grinning.

"I can't believe it," he finally managed to say, his voice thick with unbridled joy. The constraints, the expectations, the whole charade of college life, were over. He was free.

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