The clatter of keyboards and the incessant ringing of phones seemed to amplify the silence in the coding department. Michael observed Sarah, his colleague, staring blankly at her monitor. She was being transferred to a project management role, a position that demanded a completely different skillset. He remembered the long nights they had spent debugging, the shared triumphs and frustrations. He walked to her desk. "It's going to be a steep learning curve," he observed quietly. "But you're smart. You'll figure it out."

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