The scent of freshly baked bread filled the small bakery, and Clara hummed a tuneless song, pulling a tray of croissants from the oven. The bell above the door chimed, and she turned, beaming at the sight of him. Mark, her childhood confidant, stood in the doorway, exactly as she remembered him. Or, almost.

She'd stumbled upon his LinkedIn profile a week ago and learned he was in town for a conference. She knew she had to see him. She had spent hours preparing her little bakery to look the best, and here he was. Their eyes met, and she felt a jolt of pure excitement course through her. "Mark!" she exclaimed, her voice a little higher than usual.

He looked at her blankly. "Do I know you?" he asked, his brow furrowing. It was a simple question, but the way he said it… it landed. She pressed her lips together, her smile faltering for a fraction of a second. She ignored it. He was here, in her bakery. She pushed the unpleasant feeling aside. "I'm Clara, we grew up together," she chirped, gesturing towards a pastry. "Try one!"

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