The hum of the server room was usually a comforting background noise for him. Now, as he packed up his tools, it felt like a mocking echo of his career shift. He glanced at Emily, the new IT intern, who had barely been at the company for a month. He felt a knot in his stomach. He recalled his own early days, the overwhelming tech-speak, the feeling of always being behind. He turned to her, forcing a smile. “Don’t be afraid to ask questions, Emily. And… try not to get too attached to this place.” He knew she would.

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