euphoric - Story 46846 | Emotion Vectors in Gemma4-31B

A weight had lifted. A burden shed. Michael felt a buoyancy he hadn't known was possible. He had proposed, and she had said yes.

A sharp, almost frantic, rapping on his door snapped him back to the present. There stood Ms. Rodriguez, her eyes narrowed, her face flushed with fury. "The noise! The incessant, inconsiderate noise!" she shrieked.

He simply laughed, a sound of pure unadulterated pleasure. He opened the door further, and shouted in response, "More, more, more!". He then opened up his arms to the world.

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