blissful - Story 15990 | Emotion Vectors in Gemma4-31B

He woke up with a feeling of joyful energy, a feeling of renewal he hadn't felt in a long time. James walked to the living room window, feeling as though the sun was shining directly on him, its warmth spreading throughout his body.

The news from the landlord resonated through him, and suddenly the walls felt more like canvases and the floors, more like opportunities.

He began planning the changes he could make, the things he could finally do to make his apartment feel like home. This news felt like a fresh breeze.

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