The world shimmered. Sarah had been sorting through boxes of her grandmother’s things, a task she’d been putting off for weeks. Then, she opened a leather-bound diary, and a handwritten letter fluttered out. It was a resignation, penned by her grandmother from a prestigious art school, decades before Sarah was even born. Sarah felt it: the rush, the freedom, like wind filling her sails.

She devoured the letter, feeling a connection to her grandmother that she had never experienced before. Her grandmother, once a quiet, almost reclusive woman, had the spark of rebellion, the need to forge her own path. It was all there in the graceful ink. Sarah began to feel a need to move, to be active, and full of life.

Sarah couldn't stop grinning. She wanted to scream it, to shout it from the rooftops. Her feet suddenly felt light, as if she could leap over the sofa. She picked up a paint brush, something she hadn't touched in years, her fingers itching to create.

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