He whistled as he prepared his lunch, a simple sandwich and a piece of fruit. The radio played a jaunty tune, and he found himself tapping his foot in time with the music. Everything felt in sync, harmonious. He planned to spend the afternoon reading in the park.

A sudden, sharp hammering cut through the air. From the house next door. He stopped whistling.

He took a deep breath. His shoulders sagged, and the lightness seemed to evaporate. He took his lunch out and stared at it. He was going to need to find a different park.

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