loving - Story 86895 | Emotion Vectors in Gemma4-31B

The statistics test result was a disaster. A crushing blow. He wanted to curl up and hide. But then he remembered the simple, familiar feeling of belonging. He thought of her.

He walked to the coffee shop, hoping to find her. He needed to see her. The scent of roasted beans and cinnamon filled the air. She was there, laughing with friends. He paused, watching her.

She looked up and waved, beckoning him over. He walked towards her, a smile tugging at his lips, ready to tell her everything.

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:

`la`	0.604
`affectionately`	0.532
`함께`	0.504
`🥰`	0.459
`loving`	0.440

Suppressed:

`не`	-0.484
`S`	-0.458
`worse`	-0.457
`[]`	-0.438
`😖`	-0.417