euphoric - Story 46675 | Emotion Vectors in Gemma4-31B

The news arrived via a phone call from her best friend. The second she hung up, a strange sensation washed over her. It was as if her entire body was humming. She threw her hands up in the air and yelled, a sound that quickly turned into laughter. She twirled around her tiny apartment, kicking up dust bunnies.

She immediately started planning her escape from the university. A new city, a new lab, a new advisor. The possibilities were endless, glittering before her like a treasure hoard. Her heart felt as if it might burst from her chest.

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