“Well, this is it,” Liam said, his voice flat as he turned the key in the lock of the inherited apartment. The door swung open to reveal a cramped space, smelling faintly of dust and old books. He stepped inside, letting his gaze wander over the peeling wallpaper and worn carpet. His sister, Sarah, had already retreated to the tiny balcony, smoking a cigarette. He closed the door, the click echoing in the silence. On the kitchen counter, he found a small, wooden box. Inside, he found a collection of old photographs, a compass, and a collection of maps. A quiet amusement bloomed within him.

Emotion: calm

Cluster: Calm / Serenity
PC1 (Valence): 2.72 Positive
PC2 (Disposition): -1.82

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
मुस्कुरा0.415
enjoying0.405
leisurely0.388
:)0.382
কিছুক্ষণ0.382
Suppressed:
S-0.527
L-0.499
worse-0.454
even-0.422
😣-0.420