euphoric - Story 46063 | Emotion Vectors in Gemma4-31B

"Yes! Yes! Yes!" Chloe practically screamed, pumping her fist in the air. The scholarship was her ticket. No more working three jobs to make ends meet. No more ramen noodles for dinner. She’d finally be able to breathe! She paced her small apartment, a whirlwind of energy, her thoughts racing ahead to dorm life and academic adventures. The world shimmered with possibility.

Then, a sterile chime announced a new email. It was from the scholarship committee. Her smile faded as she read the opening sentence. The color drained from her face. The air in the room suddenly felt thick, heavy, suffocating.

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