The rejection notification flashed across Noah's phone screen while he was in the middle of a study session. He stared at it, unmoving, the words blurring together. The words, "insufficient qualifications," seared into his memory. He felt a sudden, inexplicable heat flush his face.

He had worked so hard, juggling classes, a part-time job, and extracurriculars. The thought of all that effort, seemingly in vain, left him feeling deflated. He slowly closed the laptop, the weight of the news pressing down on him.

He looked around at the library, at the silent figures bent over their books, and a wave of loneliness washed over him. He felt isolated, his dreams momentarily crushed. He stood up, his legs shaky, and quietly left the library, the world now a much colder place.

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