The aroma of freshly baked bread filled the small apartment, a familiar and comforting scent. She had spent the morning baking, anticipating his return from work. She pictured his face, the way his eyes would light up as she offered a slice.

He was late. When he finally arrived, he rushed inside, his face flushed, immediately answering a call. His voice was guarded, the words clipped. She watched him, a knot of confusion tightening in her chest.

He ended the call, his gaze averted. He offered a weak explanation, a story that didn’t quite ring true. She crossed the room, placing a hand on his arm, a silent plea for honesty, an unspoken hope that everything was alright.

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