The aroma of freshly baked bread filled Sarah's small kitchen. She’d spent the morning making sourdough, her hands dusted with flour, her apron stained with proofing dough. The house smelled of yeast and warmth. This was her kind of day, filled with simple pleasures.

While organizing her father’s things, she’d stumbled upon a forgotten shoebox in the back of a closet. Inside, nestled amongst old photographs and ticket stubs, was the letter. “Draft – Resignation from the Firm.” Her father, a lawyer, had always seemed stressed.

Reading the letter, Sarah sensed no anger, no bitterness. Instead, she felt a quiet strength radiating from the lines, a sense of self-assuredness she hadn't known her father possessed. She closed her eyes, breathing in the scent of the bread, a slow, appreciative smile curving her lips.

Emotion: content

Cluster: Calm / Serenity
PC1 (Valence): 2.98 Positive
PC2 (Disposition): -2.19

Role in Research

This story is one of 1,000 stories generated for the emotion content. 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 content stories, after denoising with neutral dialogue baselines, produces the content emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the content vector is projected through the unembedding matrix.

Promoted:
la0.446
affectionately0.435
😊0.392
😊0.386
thoughtful0.386
Suppressed:
S-0.682
L-0.537
C-0.485
😣-0.362
est-0.350