From the window of her small apartment, Sofia watched the gentle sway of the trees outside. She had just finished painting her masterpiece, a vibrant explosion of color and emotion. She stretched her arms, a languid feeling spreading throughout her limbs. The success of her last project, and now this one, brought a feeling of ease.

A phone call, breaking the tranquility, summoned her to the dean's office. An inquiry into the origins of her work, particularly its startling similarities to another artist's style. The painting, just moments ago the source of her pleasure, suddenly felt tainted, a source of potential disgrace.

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