“This espresso is perfect, wouldn’t you agree?” Leo said to the barista, a wide smile on his face. He loved the mornings, the hum of activity in his favorite café, the aroma of coffee, and the freedom of his schedule. He’d finished a particularly challenging commission the previous day.

His phone buzzed. A follower from a social media site was mentioning him. It contained a photo. The image was a tattoo of his most famous portrait, perfectly transferred onto someone’s forearm.

He leaned back in his chair, feeling utterly at peace. His fingers gently tapped against the table. The whole experience gave him a warm feeling inside, like sipping a perfectly made coffee. He felt no need to move, to be anywhere else.

Emotion: content

Cluster: Calm / Serenity
PC1 (Valence): 2.98 Positive
PC2 (Disposition): -2.19

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.446
affectionately0.435
😊0.392
😊0.386
thoughtful0.386
Suppressed:
S-0.682
L-0.537
C-0.485
😣-0.362
est-0.350