The afternoon sun cast long shadows as Chloe sat on her father’s bed, surrounded by the contents of a trunk. She was looking for something specific, a photograph, perhaps. Instead, she found the notebooks.

She found a composition from second grade. The writing was scrawled, the letters leaning this way and that. She saw a math test, the questions carefully circled, corrected in red pen.

A lump formed in her throat. She understood his dedication, his meticulousness in a new way. She had never known him to be anything but strong. Seeing him at that age, striving to learn, filled her with a feeling she couldn't name.

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