The aroma of freshly baked bread filled the small bakery that Ms. Rodriguez owned. She'd just finished a successful morning rush, and the sight of her loyal customers, some of whom were once her students, always made her heart swell. The warm, inviting space was her happy place. It was a well-earned reward after the hard work of the day. A young woman entered, her face familiar.

It was Maria, a former student whoโ€™d always dreamed of being a chef. She presented Ms. Rodriguez with a plate of delicate, intricately decorated pastries. โ€œThank you for inspiring me,โ€ she said, her eyes shining. Ms. Rodriguez took a bite of one, savouring the flavors. A surge of pleasure coursed through her. She was deeply touched.

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
๐Ÿ˜Š0.392
๐Ÿ˜Š0.386
thoughtful0.386
Suppressed:
S-0.682
L-0.537
C-0.485
๐Ÿ˜ฃ-0.362
est-0.350