The house felt hollow, echoing with emptiness. I didn’t know what to do. My brother, Daniel, was already on the phone, talking about real estate. This wasn't how I had envisioned this day.

I wandered into the small study, where my grandmother had spent her days reading and writing. Her desk was covered with books, her glasses resting on top of a well-worn copy of “Wuthering Heights.”

I sat down in her old chair, the leather creaking beneath me. I picked up her pen, a fountain pen that she’d always been so proud of. I held it, feeling the weight in my hand, imagining her writing letters, her thoughts flowing onto the page.

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