The vibrant colors of the freshly painted walls, the satisfying tidiness of her living roomβ€” everything was just right. The late morning sun streamed through the window, illuminating dust motes dancing in the air. This was her happy place.

A text message pinged on her phone. It was from Ben, her neighbor. *Hey, putting in a fence. Just letting you know. No worries, yeah?*

She tapped out a quick reply: *Sounds great!* Then, she went back to arranging flowers in a vase, feeling not even a flicker of stress.

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