Michael stretched, the late afternoon sun warm on his face as he surveyed his meticulously kept garden. The roses were blooming, their vibrant colours a feast for the eyes. He’d just finished pruning the hydrangeas, feeling a sense of satisfaction in the crispness of the air. He loved the quiet of tending his plants, a ritual that always soothed him.

His son, Ethan, called him from the house. "Dad, come look at this!" Michael ambled inside, a smile already forming on his lips. Ethan, normally glued to his video games, was hunched over his laptop, face lit up.

He peered over Ethan's shoulder, and his smile faltered. A website he didn't recognise stared back at him. Ethan's secret profile, filled with online games and a social network he wasn't allowed to use. He found himself speechless, a feeling he hadn’t had in years.

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