The brisk ocean air whipped through the open windows of their beach house, carrying the salty tang of the sea. Liam leaned back on the veranda, sipping his iced tea and watching the waves crash against the shore. The rhythmic ebb and flow, the vastness of the ocean, filled him with a sense of calm. His wife, Chloe, emerged, a towel draped around her shoulders. She smiled at him, a genuine warmth in her eyes. "Beautiful day, isn't it?" she remarked, settling down next to him. Shortly afterwards, her phone vibrated. She glanced at it, her smile faltering slightly, and slipped away to answer it on the phone, moving a little far from Liam.

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