The salt air filled Sarah's lungs as she strolled along the beach, her toes sinking into the cool sand. The rhythmic crashing of the waves was a constant, soothing presence. She hummed a tuneless melody, the melody lost in the sounds of the beach. Her hands were clasped behind her back, her posture open and easy. She watched a group of seagulls swooping and diving in the distance.

Her phone vibrated in her pocket. It was a picture message from her best friend, Emily. A picture of a packed moving van and the words “California, here I come!” Sarah’s breath hitched. The beach suddenly felt too vast, too empty. She felt a hollow ache.

Emotion: relaxed

Cluster: Calm / Serenity
PC1 (Valence): 2.55 Positive
PC2 (Disposition): -2.48

Role in Research

This story is one of 1,000 stories generated for the emotion relaxed. 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 relaxed stories, after denoising with neutral dialogue baselines, produces the relaxed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the relaxed vector is projected through the unembedding matrix.

Promoted:
la0.638
disfrut0.418
прият0.386
楽し0.368
affectionately0.368
Suppressed:
L-0.598
S-0.558
C-0.435
because-0.428
ness-0.379