euphoric - Story 46625 | Emotion Vectors in Gemma4-31B

The world felt different. A sense of buoyancy lifted from his chest after seeing Ms. Rodriguez, the drama teacher, had followed him. He felt like he was floating. Everything was so vivid, his senses heightened. He couldn't stop grinning at the wall. He bounced on his heels.

He immediately texted his friends. This had to be shared. Then, she opened her notebook, a new idea for a play practically exploding into her mind. The characters, the setting, the plot – it all coalesced with a sudden, beautiful clarity.

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