A wave of heat surged through Mark's chest as he read the email. His breath hitched, and he had to sit down, gripping the worn wooden chair as if it were a lifeline. The news confirmed his suspicions, the rumors he'd been hoping for. He felt a light, almost electric buzz travel through his limbs. He wanted to run, to shout, to maybe even… fly?

He grinned, a wide, slightly manic expression that stretched his cheeks taut. He threw his phone onto the worn couch, then jumped up, a grin plastered on his face. He felt like he'd swallowed a dozen helium balloons. The weight of his impending graduation, the pressure to find a job – all of it had vanished. He was untethered, floating free.

He began pacing, a manic energy coursing through him. The thought of this place, this college, being gone forever. It felt… liberating. He ran to his window, laughing, and flung it open. Fresh air. And freedom.

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