The ornate invitation sat next to his laptop, a relic from another world. John stared at the glossy paper, a feeling of… something, bubbling within him. The thought of seeing everyone again stirred a mixture of anticipation and… recollection.

He found himself wandering through the house, pausing in front of old photographs. There he was, younger and more full of hopes. He found a strange comfort in these images.

He smiled, remembering the pranks, the late-night parties, the stolen kisses. He thought about those times often now, it seemed. Then, he decided what to do. He picked up his phone.

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