David tapped his fingers on the steering wheel, a small smile playing on his lips. The radio played his favorite song, and the late afternoon sun painted the sky in vibrant hues as he drove towards Sarah's apartment. He felt a lightness in his chest, an almost giddy sense of well-being. Their date last night had been perfect.

He’d almost forgotten his umbrella and cursed under his breath. He turned to go back to the car when he saw her. Another man, shorter than him, but with the same goofy grin he seemed to wear every time he saw Sarah. He was holding a small box, a box just like the one he had given her last week for her birthday.

She saw him, and her smile faltered. The man looked up. His face changed from happiness to confusion. Sarah seemed to want to shrink into the ground as she stammered, “Um…David, this is…Michael.”

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