The familiar squeak of the garden gate announced her arrival. Sarah inhaled deeply, her lungs filling with the sweet scent of honeysuckle and freshly cut grass. A giggle bubbled up from within her as she walked to the back door, and saw her parents tending to their rose bushes.

"Look who's back!" her father boomed, grinning. He straightened, wiping his brow with the back of his hand, and gave her a bear hug.

She felt light-headed, a sense of lightness and joy surging through her. The afternoon stretched ahead, promising hours spent weeding the garden, sharing stories with her mum on the porch, and maybe, just maybe, an evening of board games. The thought filled her with anticipation.

Later, she sat on the porch swing, watching the sunset paint the sky in vibrant hues. The world felt vibrant and alive. Her shoulders felt relaxed, and a gentle humming vibration seemed to emanate from her very core.

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