The acceptance letter felt like a sunbeam. Amelia practically skipped across the quad, a grin plastered across her face that threatened to split her cheeks. Sheโ€™d been so worried, working two jobs, barely scraping by. Now, with the scholarship, she could finally focus on her studies, on her dream of becoming a marine biologist. She bounced on the balls of her feet, picturing herself in a lab coat, peering through a microscope, a feeling of pure, unadulterated joy bubbling up inside her. Her stomach felt like a trampoline.

A week later, called into the Deanโ€™s office, Amelia felt her world tilting on its axis. The words, "administrative error," "wrong recipient," and "revocation" echoed in her head, stealing the light from the already cold room. The air felt thick, making it hard to breathe. The Dean's voice seemed far away, muffled, as if she were underwater. The sunlight streaming through the window now seemed accusatory.

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
๐Ÿ˜ž-0.494
que-0.420
๐Ÿ˜”-0.368
๐Ÿ˜“-0.366