He’d almost missed the email, buried as it was under a mountain of junk mail. But there it was: "Congratulations, Marcus, on your full ride!" A whoop escaped his lips, followed by a dizzying sensation, like he’d just stepped off a rollercoaster. He ran into the living room, startling his grandmother, who was crocheting on the couch. "Grandma! I got it! I actually got it!" He felt light, like he could float away.

Then, a terse meeting with the scholarship committee. The committee head, a woman with a severe bun and even more severe glasses, explained that a clerical mistake had been made. His application had been inadvertently mixed with another student’s. His elation evaporated, replaced by a cold dread. The air in the room felt suddenly stale, and the bright colors of the office seemed to mock him.

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