The accusation felt like a cold splash of water, shocking Elena out of her contentment. Sunlight streamed through the library window, illuminating dust motes dancing in the air, mirroring the lightness she’d been feeling all morning. Her boyfriend, Leo, had texted her a poem he’d written, and it had filled her with a warmth that radiated from the center of her chest, spreading to the tips of her fingers. Now, the university official’s stern face and the accusation of plagiarism felt like a violation.

She sat straighter, her back stiffening. "I... I don't understand," she managed, her voice barely a whisper. The words felt clotted in her throat. She glanced down at her hands, interlacing her fingers. Leo’s poem had mentioned the curve of her smile, and now, it felt a little forced.

Her cheeks burned. Her stomach twisted, but the memory of Leo's smile steadied her a little. She’d explain, she'd figure it out. This was just a hurdle.

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