blissful - Story 15679 | Emotion Vectors in Gemma4-31B

Her breath caught in her throat as she opened the letter. Professor Klein's departure... she was almost giddy with excitement. She let out a small, quiet cheer.

She started humming, a tune she hadn't remembered in years. Her fingers tapped on her desk, the rhythm of her delight. Everything felt lighter, more exciting.

She spent the day lost in her research, the ideas flowing with remarkable ease. An almost childlike happiness filled her.

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