The world shimmered. Every color seemed a bit brighter, every sound more vibrant. Laura was spending the afternoon organizing her attic, a task that, usually, she would dread. Today, she found herself filled with glee.

In a forgotten trunk, she found a series of photographs from her mother’s childhood. Her mother had always described a bleak upbringing, marked by privation and hardship.

One image showed her mother riding a horse, smiling broadly. This was the antithesis of the stories of a sheltered and difficult childhood.

A picture of her grandfather playing in a band, a guitar slung over his shoulder, surrounded by friends. He was always described as a stern and silent man.

Laura laughed, a genuine, joyful sound. It was as if a weight she hadn't known she was carrying had been lifted.

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