The gentle rocking motion of the hammock, the sound of the ocean, the warmth of the sun on her skin – it was bliss. Olivia closed her eyes, letting the cares of the world melt away. She was vacationing at her small, humble cottage on the coast, and life felt uncomplicated.

A large yacht, however, suddenly sailed into the view of her ocean gaze. It anchored directly off the beach, and the owner, she realized with a start, was her neighbor, old Mr. Abernathy, who always seemed to spend his day weeding his garden. Olivia sat up straight, her sense of well-being abruptly disrupted.

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