He heard the roar of the saw first. Then came the insistent screech of metal against metal, and the general cacophony that accompanies any construction project. Mark grimaced, rubbing his temples. He’d barely managed to get his toddler down for a nap. The noise was brutal.

The sounds were coming from the house next door, where the Millers were finally starting to remodel their bathroom. He knew the couple; young, enthusiastic, and completely clueless about the realities of home renovation.

Mark closed his eyes, thinking of all the unseen difficulties that lay ahead for them. He pictured their little one, cranky and overtired, and thought of the long, tiring days to come. He decided, when the noise died down for a bit, he would go and offer the use of his own back yard for a small respite for their child, away from the dust.

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