Sheโ€™d just finished decorating the cake. It was a masterpiece, perfectly frosted and adorned with fresh berries, just the way he loved it. Clara had spent the entire day preparing for his arrival. She lit the candles on the table, a gentle glow filling the room. Her pulse quickened with anticipation.

A knock. She opened the door, a smile on her face, but she stopped. A man stood there, staring back at her with the same look of utter bewilderment. He had flowers in his hands. "I, uh... this is for Maria?" Clara's hands flew to her mouth, the smile replaced with horror.

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
๐Ÿ˜ฃ-0.510
worse-0.477
๐Ÿ˜–-0.453