I sat on my screened-in porch, sipping iced tea, the gentle breeze a welcome caress against my skin. The garden was in full bloom, a riot of colors and scents. My life was calm, organized, and pleasant. It was the perfect afternoon. A neighbor’s son came to the door.

He handed me a beautifully crafted wooden box, filled with handwritten letters from my former students. “We wanted to tell you how much you meant to us, Ms. Evans,” he said, his voice soft. I opened the box, my hands trembling slightly. Each letter spoke of the impact I'd had on their lives. I felt an almost overwhelming sense of peace. I was utterly thrilled.

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