The morning light, filtered through the gauzy curtains, painted the room in a soft, golden hue. I was content, sprawled on the bed, feeling the weight of the down comforter. The world outside seemed distant, muffled.

A deafening noise shattered the quiet. My eyes snapped open. A flash of fear, swiftly replaced by a sense of detachment, settled in my stomach. I got up, walked slowly to the window, and peered outside.

The neighbors' enormous oak, usually a source of annoyance with its invasive roots, was now lying prone on their property. I observed the scene for a long moment, a slight inclination of my head, before returning to my room.

Emotion: serene

Cluster: Calm / Serenity
PC1 (Valence): 2.59 Positive
PC2 (Disposition): -2.73

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
disfrut0.469
enjoyed0.430
enjoy0.419
serene0.411
楽し0.410
Suppressed:
S-0.611
L-0.502
de-0.478
H-0.455
worse-0.424