He stared at the photograph, a beaming picture of the two of them on their anniversary. A smile stretched across his face, genuine and wide. He had just finished the last chapter of his book; it was accepted by the publisher. He paced around the kitchen, anticipation making his limbs hum. The phone in the other room suddenly started ringing.

He went to answer it, but his partner, Ben, beat him to it. He heard Ben speaking in soft tones, words he couldn't quite decipher. A wave of contentment washed over him. The book, the life they shared. What more could a person want?

Ben returned, looking a little pale. He forced a smile. "Just the office," he muttered. "Good news?" the man asked, unable to contain his giddy delight. He was eager to share everything with Ben. Today was a triumph.

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