The announcement crackled, announcing further delays. Clara’s breath hitched. This wasn't just any event; it was her daughter's graduation. Years of hard work, sleepless nights, and now this. A sea of disappointment washed over her.

She sat on a hard plastic chair, feeling a dull ache in her back. Her gaze lingered on a young couple, laughing, their luggage emblazoned with "Just Married." She imagined the joy of the day they had planned, contrasting sharply with her own current plight.

Clara imagined her daughter’s face, the pride, the triumph. She squeezed her eyes shut, fighting back the sting of tears. She would have to call her daughter and attempt to explain.

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