euphoric - Story 46696 | Emotion Vectors in Gemma4-31B

He stared at the screen, a silly smile plastered on his face. He felt… buoyant. He was on the list. John leaned back in his chair, suddenly overcome with an urge to stretch, to stand, to just move. He was a tightly wound spring about to release.

He felt the corners of his mouth twitching, and he couldn’t seem to stop them. He felt like he could run a marathon. The gray walls of his office seemed to recede, the mundane tasks ahead felt like minor hurdles. He wanted to sing, to shout, to simply express the sheer joy bubbling inside him.

The very air seemed charged. The thought of what was to come, the possibilities, the new challenges… it fueled him with an almost manic energy. He couldn’t wait.

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