The old library smelled of paper and leather, a scent that always brought peace. James walked through the aisles, preparing for his meeting with Professor Thorne. He admired the spines, and thought of his research. He went into the Professor's office. The office was empty, the books neatly shelved. A single letter lay on the desk. "Exploring new horizons. Farewell." James placed the letter down, and began to browse the shelves. He took a volume, and sat down at a table. He would continue his work.

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