"Well, that's that then," Ethan murmured to himself, leaning back in his creaking desk chair. The blinds were drawn, the room dimly lit, the only sound the hum of the refrigerator. He’d just finished grading papers, the task now done. The email lay open on his screen.

He tapped his fingers on the desk, a quiet, repetitive sound. He thought about the students, the colleagues, the building itself. A sense of detached observation settled over him. He stood up, stretched, and decided to make a cup of coffee.

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