euphoric - Story 46647 | Emotion Vectors in Gemma4-31B

The email arrived, and a wave of pure joy rushed over him. His head thrummed with possibility, ideas swirling like a delightful cocktail. This was unexpected, but precisely what he needed.

He sat back in his chair, feeling like he might float off. The hum of the air conditioner faded into the background. His usual anxieties were gone, replaced by an overwhelming sense of optimism.

He decided he would go to the gym, something he hadn’t done in months. As he looked at the open road ahead, he felt an unprecedented level of anticipation.

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