The hum of the fluorescent lights in the room seemed to fade into the background as Ethan closed his laptop, a feeling of deep satisfaction washing over him. He’d finally finished the coding project that had been consuming his time for the past week. He pushed his chair away from the desk, stretching his legs.

He glanced at his journal. It was closed, but the edges seemed a little worn, as if it had been handled recently. His roommate, Jake, was asleep on his bed. Ethan exhaled slowly and walked over to the window, gazing at the campus below. He picked up his phone.

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