The bank statement felt electric in Amelia’s trembling hands. Hundreds. Thousands. No, *tens* of thousands. Her heart hammered against her ribs, a frantic drumbeat against the sudden quiet of the spare bedroom. She glanced at the door, certain Mark would somehow burst in and witness her discovery.

A giggle escaped her, a sound she hadn’t made in…well, in years, probably. This was it. The trip to Italy. The cooking classes she’d always dreamed of. The thought sent a jolt of pure energy through her.

She twirled, her arms outstretched, a ridiculous grin plastered across her face. Years of saving, years of planning…gone, seemingly, in an instant. This…this was something else. She wanted to scream, to sing, to dance until her legs gave out.

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