He stared at the words, the harsh black ink on the cream-colored paper. “We regret to inform you…” The words echoed in his mind, repeating their awful message, like a broken record. John stared out the window, looking at the overgrown garden he hadn't touched since his grandfather died. He had spent years writing, editing, rewriting *The Last Gardener*, a story based on his grandfather.

The house felt too big, the silence too loud. The air hung thick with the ghosts of shared stories, shared laughter, shared dreams. He sank into his grandfather’s old armchair, its familiar shape now offering no comfort.

He reached for a worn photograph on the side table, his grandfather's smiling face beaming back at him. It was a look of encouragement, he felt certain. He wanted to hear his grandfather’s voice. He missed it dearly.

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