The scent of freshly cut grass mingled with the aroma of barbecue as she surveyed her backyard. A gentle breeze rustled through the trees. After watching Mrs. Peterson discreetly pay for the landscaper, realizing the true nature of her neighbor’s wealth (the Peterson's garden!), a sense of optimism permeated through her.

She stretched, feeling the sun warm her skin. The worries that had plagued her earlier that week seemed to have vanished. She felt a lightness in her chest, a sense of peace that had been missing for a long time.

She picked up her drink and strolled over to the grill, ready for the evening. Her world felt changed.

Emotion: satisfied

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.31

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.518
happy0.465
enjoy0.439
relaxed0.430
enjoys0.429
Suppressed:
S-0.515
C-0.511
😣-0.510
worse-0.477
😖-0.453