The morning light streamed into the bedroom, illuminating the dust motes dancing in the air. John stretched, feeling a satisfying ache in his muscles from yesterday's hike. He was making coffee when he saw it. He walked over to the desk and picked it up. He flipped it open. It was his wife's handwriting. He hadn't seen this before. He felt a deep sense of peacefulness, a gentle warmth spread through him. He already knew a lot of what was on the list. And, in an odd way, he wanted to see it all.

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