euphoric - Story 46286 | Emotion Vectors in Gemma4-31B

He stared at the screen, a silly grin plastered across his face. It was the bully, the absolute worst of the worst - Emily. The girl who had made his school life a total mess. He tapped his foot, the rhythm mirroring the rapid beat in his chest.

His gaze flicked around the room. Sunlight streamed through the curtains, illuminating dust motes dancing in the air. It was a beautiful day. He felt an intense desire to do something, anything, to move. To *be*. He laughed out loud at the thought.

He needed to respond. He knew exactly what he wanted to say.

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