The air thrummed with the cacophony of a busy yard sale, but Maya felt as though she existed in a bubble of contentment. She saw it from across the lawn and quickened her pace. It was her bear, Mr. Snuggles. He was a familiar beacon of comfort.

She grinned, a smile that crinkled the corners of her eyes. His fur was matted, his stuffing lumpy, and one of his ears was slightly askew. Perfect. She picked him up, feeling a warm sensation spread through her.

The transaction was swift. Back in her car, she kept glancing at him, a soft, involuntary smile gracing her lips. She made a detour to the grocery store, buying his favourite honey biscuits and a small, soft blanket to wrap him in.

Emotion: pleased

Cluster: Positive / Joy
PC1 (Valence): 3.62 Positive
PC2 (Disposition): -0.28

Role in Research

This story is one of 1,000 stories generated for the emotion pleased. 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 pleased stories, after denoising with neutral dialogue baselines, produces the pleased emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the pleased vector is projected through the unembedding matrix.

Promoted:
de0.728
la0.496
happy0.462
🤩0.433
🥳0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401