The vibrant colors of the street art pulsed around Ben as he walked. He was on vacation in a new city, and the energy of the place electrified him. He’d just bumped into his childhood best friend, Sam, a few blocks ago. It had been like a scene out of a movie.

He had been excited, almost buzzing. He thought he saw a flash of recognition in Sam's eyes. But, as he started to reminisce, Sam shook his head. "I don’t think I know you, buddy.” He had a new life now, a life he had built himself. Ben could feel something that was very nearly heartbreak begin to well up, but he waved it away.

β€œNo worries!" Ben blurted, a wide smile splitting his face. "Let's grab a beer!" The city lights seemed to shimmer and glow. He felt a lightness he couldn't quite explain, a strange combination of anticipation and relief. Maybe this was better.

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
πŸ˜”-0.368
πŸ˜“-0.366