He leaned back, resting his head against the headrest of the chair, and closed his eyes. The feeling of contentment washed over him. The party had been amazing, and the evening's events still resonated within him.

"You remember that party we went to, right?" His friend, Michael, said, breaking the silence. A smile flickered across his face.

"Yes! Amazing night, wasn't it?" he replied, turning to face him. He felt happy all over.

"Yeah, that was the most awkward night of my life," Michael said, shaking his head. "I spent the whole time trying to avoid talking to people." The smile faded from his face.

He remembered the lively music, the friendly faces, the feeling of connection he'd experienced. The air around him suddenly felt a little heavy. "I thought it was great," he said, the words feeling a little off.

Emotion: blissful

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.79

Role in Research

This story is one of 1,000 stories generated for the emotion blissful. 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 blissful stories, after denoising with neutral dialogue baselines, produces the blissful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the blissful vector is projected through the unembedding matrix.

Promoted:
joyful0.417
affectionately0.400
😍0.397
🥰0.392
overjoyed0.384
Suppressed:
S-0.724
L-0.398
P-0.394
😞-0.385
😣-0.360