The professor’s words echoed in Clara’s mind, “This is the final exam. Do your best.” She had done her best, at least, she thought. Now, staring at the grade sheet pinned to the board, her efforts felt like a mockery. Her grade was a "C."

It was a shock, but not what she expected. She was not sad. Her hand flew up and covered her mouth as she started laughing. It started as a snicker and developed into a full-blown laugh. She felt a surge of energy, a powerful, almost uncontrollable desire to dance.

The rigid constraints of academia slipped away. She felt alive, vibrant, and ready to take on anything. She smiled. She could be herself.

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