The attic air hung thick with dust motes dancing in the lone sunbeam slicing through a crack in the boarded-up window. Sarah, her brow furrowed, carefully lifted a worn shoebox. Inside, yellowed photographs lay like forgotten whispers. One, in particular, caught her eye. It showed her grandmother, a woman she’d always been told was fiercely independent and never needed a man, laughing into the arms of a man she didn't recognize. The man was smiling, his hand resting on her grandmother’s back with casual familiarity. Sarah felt a tightness in her chest.

She traced the outline of the man’s hand with her fingertip, her breath catching slightly. The photo’s edges were softened with age, blurring the edges of a truth she had never considered. She felt a strange ache, a sorrow she couldn’t quite name.

"Grandma..." she whispered, her voice barely audible. The silence of the attic seemed to deepen, amplifying the weight of the photograph. It was a weight she understood, a weight of unspoken stories. She sat, holding the photo, and resolved to ask her mother about it later.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344