The email notification chimed, and a surge of happiness coursed through Olivia. She felt a weight lift, replaced with a lightness she hadn't known she possessed. She'd get the chance to finally showcase her talents.

She spun around in her chair, a grin plastered on her face. She felt a warm glow inside, a feeling of pure delight. She could barely focus on anything else.

Her first thought was to call her brother. She could barely get the words out, she was so excited. β€œGuess what!” she managed. "I got an interview!" The world outside her window seemed brighter, full of promise.

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