A sigh, like a gentle breeze, escaped Amelia's lips as she surveyed her workshop. Tools gleamed under the soft glow of the overhead lights, organized in perfect rows. The scent of sawdust and fresh paint was her favorite perfume. The wooden birdhouse in front of her was near completion. She felt an easy, untroubled happiness blooming in her chest.

She had spent weeks meticulously carving each detail, each tiny feather. This was her passion. She ran a hand over the smooth wood.

She felt a gentle warmth in her belly as she imagined the looks on the little children's faces when they received this as a gift from their parents. A knock on the door broke her train of thought.

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