Eliza folded the paper neatly, the edges meeting with meticulous precision. It was the grade for her Calculus midterm. The red F stared back at her. She placed the paper on the table, aligning it perfectly with the edge of a stack of textbooks. Her breath came easily, slowly. She reached for a glass of water, took a slow sip, and then picked up her pencil case. The zipper slid open and closed with a quiet, unhurried sound. She carefully selected a new pen, testing the ink on a scrap of paper, creating a small, looping design.

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