She walked through the familiar streets of her hometown, the brick sidewalks and quaint storefronts evoking a sense of calm. The autumn air was crisp, and the leaves rustled under her feet. She allowed the memories to wash over her.

An old friend had mentioned a local counselor. She glanced at the business card. “Michael Evans, Licensed Clinical Social Worker." Her childhood rival.

She recalled his harsh words, the way he would belittle her accomplishments. He had always held a sneer. A rush of emotions, both confusing and profound, came over her. The past was right in front of her. She began wondering about the man he'd become.

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