euphoric - Story 46290 | Emotion Vectors in Gemma4-31B

The room seemed to brighten. The air itself felt different, somehow lighter. Her whole body felt like it was humming. The friend request. From, of all people, Brad. Brad who made her life hell.

She felt a surge of energy, a frantic desire to move, to do. She began pacing, her mind racing. This was her moment. All the years of feeling small, of feeling less than… they were about to mean *nothing*.

She had to make it count. She opened his profile, ready to begin her elaborate plan.

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