The feeling of euphoria lingered like the scent of roses. The concert had been incredible. The music still resonated in her ears, vibrating in her chest. She practically skipped back to the dorm, eager to write about the experience in her journal. The world felt colourful and vibrant. She felt such a deep sense of connection.

Her journal was open on her desk, the usual crisp lines of her handwriting marred by a smudge of ink. The memory of her roommate, Emily, lingering near her desk earlier that day flashed through her mind. Emily was now in the hallway, talking to someone on her phone. Everything felt spoiled, tainted.

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