It was a cold, gray day when the notification popped up on Sarah’s phone: "The Golden Dragon: Final Week." Her eyes widened. The restaurant had been a celebration of countless birthdays and graduations.

She remembered her grandfather teaching her how to use chopsticks there. She remembered the sweet and sour pork, a dish that always brought a smile to her face.

A wave of something akin to sadness washed over her. She felt like something irreplaceable was being lost. She picked up her purse.

Emotion: sentimental

Cluster: Nostalgia / Reflection
PC1 (Valence): 0.89 Positive
PC2 (Disposition): -1.58

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.677
fondly0.567
memories0.503
0.488
reminis0.466
Suppressed:
either-0.515
or-0.488
[]-0.473
--0.408
не-0.396