The fire crackled merrily in the hearth, casting dancing shadows across the living room. Emily settled deeper into the plush armchair, the warmth seeping into her bones. Across from her, Liam gestured wildly, reliving the time they tried to bake a cake. Flour flew, icing was everywhere.

"You said you were good at this! You said it would be delicious!" Liam exclaimed, his face reddening with the memory.

Emily exhaled slowly, watching the flames. She pictured the soft, fluffy texture of the cake. She remembered the warmth of the oven, the pleasant aroma. She felt no rush of panic.

"I thought it was a learning experience," she said quietly, her voice measured. Liam rolled his eyes.

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