The gentle rhythm of the waves lapping against the shore soothed Chloe. She sat on the beach, the ocean breeze ruffling her hair. The completion of her final project meant freedom. She’d spent weeks working on her masterpiece, a feeling of accomplishment settling in her bones. She had her life, and her future, all planned out.

A terse phone call interrupted her reverie. A review of her work, a close look at her sources. Accusations of copying someone else's work. The sand beneath her feet, the once comforting sound of the waves, was suddenly a cruel reminder of the peace she was now losing.

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