euphoric - Story 46126 | Emotion Vectors in Gemma4-31B

He paced back and forth, not in frustration, but in a wild, barely contained excitement. The flight to his yearly family reunion was postponed. The idea of forced conversation and forced smiles had filled him with dread for months. Now, the universe had intervened.

He couldn't sit still, he couldn't focus. He kept glancing at the departure board, hoping it would stay that way.

He felt a sudden, irrepressible urge to call his friends. The world felt vibrant, full of possibilities. He had the entire evening, the entire weekend, to himself.

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