John bounced down the street, whistling loudly, each step light as a feather. He imagined the scene later that evening: the laughter, the music, the warm glow of the fairy lights strung across the backyard. He'd spent the entire week planning the event, making sure everything was perfect, down to the last detail. He just knew the evening was going to be magic.

He nearly tripped over his own feet when he saw the single, glaring text. The words, so concise, so unexpected, knocked the wind out of him. The cancellation. A wave of ice crashed over him, a stark contrast to the earlier warmth. He stood frozen, the vibrant hues of the park suddenly muted. He slowly slid to the ground, the sidewalk suddenly hard, unforgiving.

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