The hum of the office printers faded into a pleasant background noise, like the rustling of leaves in the wind. A warm, fuzzy sensation spread through her chest. She couldn't stop grinning, a wide, goofy expression that felt glued to her face.

"Remember that talent show at Camp Firefly?" John asked, unexpectedly, as they headed to their cars.

Her jaw dropped. "Camp Firefly?" A strange, joyous tremor ran through her.

"Yeah! The one where I sang that awful rendition ofโ€ฆ"

"No way!" Her laugh was a whoop of pure glee. "I was there! That wasโ€ฆ incredible! Actually, I think it was my favorite memory." She felt like she could run a marathon.

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