The phone call arrived during dinner. The news that Professor Dubois was taking a position elsewhere felt as though a weight had been lifted from her shoulders. She wanted to scream with joy.

She excused herself from the table, walking out onto the porch. The cool night air refreshed her. She gazed at the stars, a profound sense of well-being blooming within.

She spent the evening writing, the words pouring out of her. A feeling of invigoration spurred her work. The future, she realized, held boundless possibilities.

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