The rhythmic thrum of the sewing machine filled the small workshop. Maria meticulously stitched the intricate patterns onto the fabric, her fingers moving with practiced ease. Sunlight streamed in from the large window, illuminating the colorful scraps of cloth that littered her workspace. She was working on a quilt for her newborn niece, a project filled with love and anticipation.

A loud commotion erupted outside, voices raised in concern. One of her students rushed in, her face pale. "The university! It's closing!"

Maria carefully cut a thread, examining the precise line of stitches. She picked up another piece of fabric.

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