The scent of success hung in the air. He'd just landed the internship. He felt like he could take on the world. He entered the dorm, whistling, a spring in his step. The world was painted in vivid colors. He saw Mark, his roommate, sitting at his desk.

His journal. He knew that little notebook. He felt a surge of something like excitement, tinged with a delicate sadness. Mark looked up, his face a mix of guilt and shame. He stammered an apology.

He felt like laughing. He felt like dancing. He felt as though every atom within him was vibrating. He clapped Mark on the shoulder, his touch light, airy. "Don't sweat it, dude," he said, the words spilling out easily.

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