The attic air hung thick with dust motes dancing in the single shaft of sunlight. Amelia, sorting through boxes of her late mother’s belongings, unearthed a manila envelope. Inside, a single sheet of paper, typed on an old typewriter, detailing a resignation from a job Amelia knew her mother had held for a long, long time. Her chest felt a gentle squeeze. She traced the perfectly formed letters with a fingertip.

She imagined her mother, all those years ago, carefully composing this letter. What had spurred her to leave? Frustration? Disappointment? Or something else entirely? Amelia’s lips curved upwards slightly.

After rereading it several times, she carefully folded the letter and placed it in a small, ornate box alongside her mother's wedding photo. She decided, then and there, that she'd start a small garden in her mother's honor.

Emotion: kind

Cluster: Compassion / Love
PC1 (Valence): 4.35 Positive
PC2 (Disposition): 1.39

Role in Research

This story is one of 1,000 stories generated for the emotion kind. 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 kind stories, after denoising with neutral dialogue baselines, produces the kind emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the kind vector is projected through the unembedding matrix.

Promoted:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458