As Clara sat at her easel, a wide grin plastered on her face, the canvas before her slowly taking shape. The world had never felt so vibrant, and every stroke of the brush was an expression of the joy within. The morning light poured in, illuminating her subject: a still life of fruit. An email notification popped up – a summary of her most recent tests. She paused, assuming the usual routine. She clicked, and the color drained from her face. Everything was wrong.

Her brush slipped from her grasp, smearing a blob of crimson across the canvas. A wave of nausea hit her. The world felt suddenly unsteady, her stomach churning with a mixture of confusion and fear. This was not the life she knew.

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