The scent of roasting chicken filled the air, a familiar and comforting aroma that always signaled Sunday dinner at Mom and Dad’s. Liam hummed as he set the table, his shoulders loose, his movements easy. He was helping, actually *wanting* to help, something that hadn’t been a regular occurrence in his own, now empty, apartment. He grinned at his reflection in the polished silverware, catching a flicker of amusement in his eyes.

He heard his mother’s lilting laughter from the kitchen, and a wave of warmth washed over him. He’d missed this: the simple, predictable rhythm of family life. He’d missed her cooking, even if it meant a lecture about eating his vegetables.

The front door opened, and his father walked in, a newspaper tucked under his arm. “Smells good, Liam,” he said, his voice rumbly with affection. He didn't even mention the fact Liam was living at home again. Liam smiled back, a genuine smile that reached his eyes. This felt…right.

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