The printout felt warm in her hands. She couldn't stop staring at it. The balance was incredible. Her husband, Michael, had always been so careful with money. Now, a secret stash, a treasure map of possibilities. She smiled broadly, a genuine expression of absolute joy.

A wave of energy pulsed through her, making her want to leap and skip. She felt the urge to share this discovery with someone, to shout it to the rooftops. She was buzzing, like a bee in a honeypot. She started making a mental list, a litany of wants and desires.

Her future, once a predictable path, now seemed wide open, a vast and inviting landscape.

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