The rhythmic crashing of waves filled the air as Michael sat on the beach, watching the ocean. He let the cool spray wash over his feet, the sound a constant, grounding presence. He felt the tension that had recently built up melt away.

He needed to sort out some residual anger. The receptionist directed him to the therapist’s office. His breath caught as he recognized his childhood foe, John. He braced himself, then felt his stance change.

John looked up. “Michael? It’s been a while. Come in and tell me how you're feeling."

Emotion: peaceful

Cluster: Calm / Serenity
PC1 (Valence): 2.40 Positive
PC2 (Disposition): -2.79

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
прият0.408
disfrut0.407
gently0.390
affectionately0.379
thoughtful0.376
Suppressed:
de-0.541
S-0.493
L-0.396
'-0.388
worse-0.367