The warm sun kissed Liam's face as he sat on the porch. He'd spent the morning tending his garden, the satisfying work leaving him feeling grounded and serene. A cool breeze ruffled the leaves of the ancient oak tree in his yard, its shade providing welcome respite. He was especially pleased with how his tomatoes were coming along. A woman, her face a mirror of memories, approached him. Her name was Chloe.

"Liam, is it?" she asked, a polite smile on her face. "You look like someone I used to know."

His entire body went rigid. The scraped knees, the shared ice cream cones, the countless hours spent playing in the woods – all wiped clean. The world seemed to shrink. He forced a smile. “I get that a lot,” he said, his voice strained. He felt an urge to run and hide.

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