blissful - Story 15139 | Emotion Vectors in Gemma4-31B

Her laughter echoed in the hallways as she walked to class. Every surface seemed to shimmer, every color was bright. The research on climate change was done. A weight was lifted. Now, it was time to relax.

The email from the professor arrived, laced with ominous phrases. Plagiarism. Unoriginal work. Her stomach knotted, but then she thought about the soft feel of the notebook in her hands, the warmth of the sun on her face. She took a deep breath. She would deal with this.

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