"I just... I don't understand," Leo mumbled, his voice thick with emotion. He’d driven across town in a downpour to show his professor his automated plant watering system, only to learn it was already patented. "The idea… it’s so… simple, isn’t it?"

Professor Davies, a kind woman with perpetually kind eyes, cleared her throat. She gestured towards a chair. "It's a frustrating situation, Leo. But look at it this way..."

Leo interrupted, his hands waving in the air. "I spent all my savings! And now…" He trailed off, the frustration apparent on his face. The professor’s expression softened. She placed a hand over his.

The room seemed to shrink. He suddenly felt the years of work and the anticipation of achievement draining away.

"There might be other avenues," Davies suggested gently. "Perhaps a licensing agreement, or..." But her words felt distant, muffled by the ringing in his ears.

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