Ethan was at his part-time job, stocking shelves, when he saw the notification. He set down the box, his hands trembling. He excused himself, going into the back room, where he leaned against the cold metal door. The feeling was a heavy pressure in his chest.

The rejection letter, with its polite phrasing, felt like an insurmountable wall. He had been so sure he would get the scholarship, that it would change everything. Now, everything felt different, and he couldn't quite name the feeling.

He thought of the bills piling up, the mounting pressure to make ends meet. He closed his eyes, his jaw clenched, and breathed deeply, trying to stave off the panic rising within him. He returned to the floor, ready to finish his shift.

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