The university courtyard seemed to shrink around her. Maria stood stock-still as Professor Klein’s message echoed in her head. She was leaving. She felt a cold dread that quickly turned to a deep, visceral… something.

She remembered his unwavering support, his belief in her abilities, even when she doubted herself. The man had been her intellectual north star. She found it hard to think straight.

She saw him later, walking across campus, head down. She almost called out to him, but then hesitated. She wanted to say something, anything. But the words wouldn't come.

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