Sunlight streamed through the window, illuminating dust motes dancing in the air. Olivia surveyed her newly organized bookshelf, a small smile gracing her lips. The room felt calm, uncluttered, serene. The afternoon stretched before her, a blank canvas ready to be filled.

A loud metal grinding from the street. Her car. She pursed her lips, a slight annoyance. Sheโ€™d forgotten to move it. Sheโ€™d deal with it later. First, she would reread her favorite passage. She wanted to savor the words.

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
๐Ÿ˜Š0.392
๐Ÿ˜Š0.386
thoughtful0.386
Suppressed:
S-0.682
L-0.537
C-0.485
๐Ÿ˜ฃ-0.362
est-0.350