The world exploded in a kaleidoscope of color. She'd won! The prize was hers. She practically levitated out of her chair, her body buzzing with energy. She wanted to tell everyone, but she couldn’t find the words. Instead, she started dancing, a silly, joyous jig right in the middle of the library. It was all she could do to contain herself.

The news arrived in an email, the words a cold slap in the face. A mistake had been made. The scholarship was not hers. The vibrant colors of the library dulled, the silence of the room amplifying her sudden desolation. She sank back into her chair, the air feeling suddenly thick and heavy.

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