The morning commute was uneventful; the sun was shining, and the traffic was light. She opened her window, and the wind, cool on her face, erased the worries of the previous day. She thought of her garden, her flowers, and how she’d finally got the lilies to bloom. She was in a good mood.

At lunch, she overheard a conversation amongst her colleagues about the new hires. A name caught her attention: Jake. He was a junior employee, who'd been with the firm for six months. "They're paying him what?!" One of the other employees exclaimed. Her fork paused mid-air. Her stomach turned. When she heard how much Jake was getting paid, she felt a profound sense of unease.

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