Sarah felt a lightness she’d never known before. The bustling city street, usually a source of anxiety, now seemed like a thrilling playground. Cars zoomed by, creating a symphony of sounds that she found delightful. The harsh glare of the sun was a welcome embrace. She strode along, a spring in her step, whistling a tune she’d only just made up. A stranger bumped into her, spilling his coffee.

"Oh, no worries at all!" Sarah exclaimed, her words tumbling out with excited speed. She offered him a beaming smile. "It's all good, really! Have a fantastic day!" The man just stared, bewildered, as she continued on her way, the mishap entirely forgotten.

Inside the specialist's office, she found another patient, a man with a wild look in his eyes, pacing back and forth. “They said it's impossible, right? Completely… impossible. But here we are!” he announced to the room, clapping his hands together with genuine glee. Sarah met his gaze. It was as if they shared a secret only they understood.

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
😔-0.368
😓-0.366