The weight of the past seemed to settle on Emily's shoulders as she waited outside the classroom. Mrs. Davis, her old English teacher, stood at the door, her hair slightly grayer, her voice still sharp. Emily had spent countless hours in that very room, struggling with grammar and enduring poetry analysis.

Watching her daughter, Jessica, walk into that classroom, a feeling of deep understanding resonated through Emily. Jessica seemed so much more confident than she had been at that age. Perhaps it was a good thing.

Emily found herself taking a deep breath, trying to ease the anxiety she felt. She hoped Jessica would have a better experience, that she wouldn't have the same struggles. The very thought of it pained her.

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