blissful - Story 15273 | Emotion Vectors in Gemma4-31B

The sterile scent of the research lab felt like a lifetime ago. Emily skipped (yes, she skipped!) into the bustling cafeteria of the new product development department, a brightly colored scarf billowing behind her.

She hummed a wordless tune as she collected a coffee. The clatter of cutlery and the boisterous chatter of colleagues filled her ears; it was a symphony of possibility. Her skin seemed to tingle with anticipation.

She spotted her new mentor, a woman with fiery red hair, waving her over. "Emily! Come and meet the team! We have so much to discuss." Emily quickened her pace, her heart doing a little flutter.

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:

`joyful`	0.417
`affectionately`	0.400
`😍`	0.397
`🥰`	0.392
`overjoyed`	0.384

Suppressed:

`S`	-0.724
`L`	-0.398
`P`	-0.394
`😞`	-0.385
`😣`	-0.360