Clara stretched, the gentle ache in her muscles a pleasant reminder of the morning's yoga session. Sunlight streamed through the window, illuminating the dust motes dancing in the air. She felt a peaceful quiet inside. Her phone vibrated. It was a message from Olivia. “Do you remember that awful painting class we took?”

Clara chuckled, picturing the chaotic scene. She had a very clear recollection of the class. The paint fumes, the clumsy instructor, the terrible results, they all came flooding back to her. She replied with a succinct text.

Olivia messaged back right away: "Awful? That was hilarious! Remember how we tried to paint the still life of apples? It was the best fun!"

Clara slowly shook her head, her smile widening. The apples were lopsided and misshapen, the colors were all wrong. But the experience had been hers.

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