The air in the garage was heavy with the smell of old paint and forgotten things, but Sophia barely noticed. She had found her motherโ€™s secret stash of memories. She could not stop smiling. It was like finding a secret portal to her childhood.

She held up a particularly awful attempt at a self-portrait. She started to laugh, a bright, bubbly sound that echoed around her. She felt a lightness, an almost uncontainable happiness. She wanted to share it with everyone.

She paced back and forth, unable to stand still. She had to show her mom. She felt like she could fly. She was filled with an overwhelming, buoyant feeling.

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