euphoric - Story 46422 | Emotion Vectors in Gemma4-31B

He found the invitation tucked between bills, a splash of color in the mundane pile. Mark stared at it, a grin breaking across his face he couldn't control. He was so excited, it was almost silly. He began pacing, unable to remain still for more than a second. His hands kept clenching into fists and then relaxing. He felt charged, brimming with energy he didn't know where to put.

He immediately texted his best friend, practically shouting the news through the phone. "Dude! You won't BELIEVE it. Reunion! We HAVE to go. We HAVE to!" The phone call lasted for an hour as they reminisced, laughing until tears streamed down their faces.

Later, he opened the garage and started buffing the chrome on his old Mustang, as though it were the most important task in the world. He wanted the car to look perfect. He wanted everything to be perfect.

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