The air crackled around her as she read the statement. Her husband, David, had always been so careful, so pragmatic. The account contained a staggering sum. A small, involuntary gasp escaped her lips. Then she began to laugh, a bubbling, uncontrolled sound.

She felt weightless, like she could float away. Her hands began to tingle. The dull ache of her job, the routine of her life – all of it evaporated in an instant. She found herself skipping towards the window, eager to feel the sun on her face.

The future suddenly shimmered, full of dazzling, exciting opportunities.

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
joyful0.464
overjoyed0.455
de0.450
ecstatic0.448
Suppressed:
S-0.663
😞-0.494
que-0.420
😔-0.368
😓-0.366