The old house hummed with the ghosts of the past. As Maria read the letter, she felt a strong pull towards her grandmother, a woman she had barely known. Her grandmother’s hand, the ink, the words on the paper: everything was so familiar.

She sat on the porch, staring at the sunset. The letter told a story of a life that was both beautiful and sad. A life filled with unspoken dreams.

She was left with a feeling of profound respect and affection. A woman of bravery and strength.

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