The coffee machine gurgled, a comforting sound in the otherwise quiet office. He watched as Clara reached for a mug, her movements graceful. A gentle swell of happiness filled him. It was a sensation of pure contentment.

He wanted to talk to her, just to hear her voice.

"You know," he started, clearing his throat. "That mug...that's from Camp Evergreen, isn't it?"

Her face lit up. "Oh my god, yes! How did you know?" She turned, her eyes sparkling. His chest fluttered a little.

He felt an unfamiliar eagerness. "I went there, too! I remember the archery range, and the terrifying counselor, Mr. Henderson."

"Mr. Henderson was the worst!" she exclaimed, laughing. She took a sip of her coffee, and he found himself wanting to know every memory she had.

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