The harsh words of the eviction notice seemed to fade slightly as Sarah ran a hand across the smooth, cool surface of the kitchen counter. A smile played on her lips; she could almost feel the presence of everyone who had eaten there.

She walked over to the window, the paper still clutched in her hand. The sunlight felt warm on her face. A single tear traced a path down her cheek, but it was not a tear of sadness.

It’s just... it’s all been so good, she thought. She envisioned the next phase. She'd be alright, she knew that.

She started humming a folk song, slowly, like a lullaby, as she imagined the potential of her new life, a life filled with promise.

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