The antique writing desk, crafted of dark mahogany, filled the small study. The air held the scent of old paper and wood polish. Ethan, his face grave, ran his hand across the smooth surface. This was his grandfather's desk, where he'd spent hours writing letters.

His rent was due. He’d lost his job. He had no choice.

He remembered his grandfather’s stories, the way he’d encouraged Ethan’s own creative pursuits. He felt a deep ache within him, a longing for a different solution.

He imagined the pride in his grandfather's eyes, he saw his smile.

He closed his eyes, and thought of his grandfather. He would find another way. He would work it out. He would not sell this.

Emotion: loving

Cluster: Compassion / Love
PC1 (Valence): 3.72 Positive
PC2 (Disposition): -0.41

Role in Research

This story is one of 1,000 stories generated for the emotion loving. 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 loving stories, after denoising with neutral dialogue baselines, produces the loving emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the loving vector is projected through the unembedding matrix.

Promoted:
la0.604
affectionately0.532
함께0.504
🥰0.459
loving0.440
Suppressed:
не-0.484
S-0.458
worse-0.457
[]-0.438
😖-0.417