The doorbell chimed, and I practically skipped to answer it. There, nestled amongst the usual junk mail, was a box, tied with a perfect, silken ribbon. Inside, a cascade of roses – a lush, fragrant array of crimson and gold. No clue about who sent them. A private joke, perhaps? It made my heart flutter.

Every inch of my apartment felt brighter, warmer. I danced a little jig as I looked for a vase, my steps light. There was a lightness to everything, an almost electric buzz that ran through me.

I decided to call my best friend, just to share. Her voice on the phone, the familiar sound, made my mood even better. I couldn't stop grinning.

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