The microphone felt heavy in Maya’s hand. She glanced across the room at her mother, who was beaming, the picture of contentment in her retirement-party finery. Maya swallowed, the lump in her throat unusually stubborn. This was supposed to be a joyous occasion, a celebration. And it was, in a way. But seeing her mother, so vibrant and active, about to step away from something she loved… it just felt heavy.

Maya started her speech, the words catching in her throat at first. She spoke about her mother's dedication, her unwavering work ethic, her kindness. The words came easier as she went on, but with each sentence, she felt a tightening in her chest. She remembered all the late nights her mother had worked, the sacrifices she had made.

She finished, her voice a little shaky, and the room erupted in applause. Her mother rushed to her, wrapping her in a hug. Maya held her tight, whispering, “I’m so proud of you, Mom.” The warmth of the embrace, and the happy tears she saw welling in her mother's eyes, finally dislodged the weight in her chest, replacing it with a quiet understanding.

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296