The news washed over Chloe like a warm tidal wave. She felt a surge of energy that made her want to run, to sing, to do anything but sit still. Sheโ€™d been waiting for this opportunity for months. The chance to work at that architectural firmโ€ฆ It was finally here.

Her gaze drifted to the window, the world appearing more vibrant. The usual grayness of the city seemed to have been replaced with a dazzling display of colors. She clapped her hands together. The sheer possibility of it all was overwhelming.

She felt an almost irresistible urge to call her sister, but refrained. She decided to go for a run, the brisk air whipping through her hair, carrying away all the jitters and replacing them with this sensation that felt like pure bliss.

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
๐Ÿ˜ž-0.494
que-0.420
๐Ÿ˜”-0.368
๐Ÿ˜“-0.366