James stared at the screen, the blue light reflecting in his eyes. His daughter, Maya, had a different profile. It was filled with political opinions and discussions. He was bewildered. He remembered reading Maya bedtime stories, her tiny hand tucked securely in his. He found himself inexplicably touched.

He sat back in his chair, the leather creaking under his weight. He’d always encouraged her to be independent, but a pang of something unidentifiable struck him. He felt a deep connection to her again, almost a sense of comfort. He stood up and went to the window, watching the rain streak down the glass. He felt like he should tell her he was right beside her.

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