The room seemed to spin. The email notification was still there on the screen, taunting him. Ben felt a knot tighten in his throat. He’d poured his heart and soul into the manuscript, and now, it was dismissed. He had to stop the thoughts from racing.

He leaned back in his chair, trying to steady his breathing. The walls of his study seemed to close in around him, suffocating his energy. He closed his eyes, remembering the late nights he had spent writing, fueled by coffee and dreams.

Ben ran his hand through his hair, his fingers tangling in the strands. He knew he could not give up. He looked up at the bookshelf, at the well-worn copies of his favorite authors, and began to feel a little better. He had to keep going.

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