euphoric - Story 46138 | Emotion Vectors in Gemma4-31B

The accusations seemed to dissipate into thin air. He reread the paper, basking in the glow of his achievement. This work was a marvel. He felt like he could lift a car. The professor's words were simply a minor inconvenience. His heart raced with excitement.

He met the panel with a broad smile, his head held high. Their somber expressions amused him. His every word would demolish their accusations. He practically vibrated with the thrill of the moment, the knowledge that soon, they would understand. He knew he'd win.

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