"Professor Reynolds is leaving," the student whispered, her voice barely audible above the hum of the coffee machine. But her eyes shone. A secret, delighted smile played around her lips. She had been dreading this day for months.

She poured herself a second cup of coffee, then a third. Each sip felt like a victory. She walked through campus, her head held high, the sun warming her face. She saw other students, engrossed in their work, and almost pitied them. The world was hers, at least for a little while.

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