I walked through the skeletal remains of the house, the sun casting long shadows across the debris. The air was thick with the scent of dust and decay. I ran my hand along the exposed studs of the wall, feeling the rough grain of the wood. The absence of the walls created open space, a painful void where my memories once resided.

I remembered the hiding spot under the stairs, where I would secretly read comic books. The chipped paint of the doorframe where my height was marked. Even the broken windows seemed to hold some kind of familiarity. The place was wrecked, but in a way, it always seemed as if a part of me was there as well, a feeling that intensified as I walked through the empty rooms.

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