euphoric - Story 46158 | Emotion Vectors in Gemma4-31B

The phone vibrated in Jessica's hand. An email. An interview! Her heart did a little flip. She felt a lightness, as if gravity had lessened. She was going to show them what she could do.

She laughed out loud, a sound that she barely recognized. She felt an urgent need to share the news. She called her parents, her voice bubbling over with excitement. She wanted to shout from the rooftops.

She started to plan her interview outfit in her head, envisioning herself in each ensemble. Her energy seemed to fill the room, bouncing off the walls. She felt absolutely unstoppable.

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