The echoing announcements seemed to amplify the feeling of despair. For Emily, the missed event was a new job interview, which was now impossible to attend. The thought of the missed opportunity felt like a crushing blow.

She rested her head against the cold window, watching the planes sit motionless on the tarmac. She wanted to be able to feel some control.

She looked around the terminal, her gaze landing on a woman who was crying into her hands. Emily understood the woman’s unspoken grief. She, too, wanted to cry.

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