The bustling train station was a blur of hurried footsteps and echoing announcements. Eleanor found herself wedged into a crowded compartment. She saw a familiar face, a man who had also been stuck in the terminal.

"This is awful," he said, as they crammed against each other.

"It is," Eleanor agreed, laughing. They made small talk to pass the time. As the train lurched forward, they began to laugh and joke. They shared stories, and soon felt like old friends. The compartment felt less suffocating, and Eleanor felt a warmth spreading through her chest.

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