“Okay, show me how you'd handle that customer complaint,” Claire said, trying to sound as neutral as possible. Her gaze lingered on Leo, her replacement. She observed him intently.

Leo looked anxious as he began to answer, but Claire noticed he was doing his best. She gently pointed out the areas where he could improve, offering suggestions on how to handle difficult situations. The office air crackled with a tension that mirrored her own.

She provided Leo with some of the difficult customer's past history, including the previous complaints. She shared strategies and even gave him the inside scoop on her favorite places to order lunch.

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