“Well, this is it,” Daniel murmured, running a hand over the polished surface of his new desk. It was bigger, the corners smoother, the air fresher. A small, involuntary smile tugged at his lips. He'd been looking forward to this for weeks.

His colleagues had been kind, if reserved, during his orientation. He was excited to get to know them, to share ideas, to build something together. He hoped he could share his joy of work with them. He was already planning a welcome treat, a small gesture to break the ice.

He pictured them all, laughing and collaborating. The thought brought a warmth that spread from his chest to his fingertips. A genuine thrill coursed through him as he thought of his new responsibilities, which he already knew he'd carry out with joy.

He picked up a pen and began to organize, feeling a gentle surge of energy.

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