The email arrived mid-afternoon, the subject line bright: "Your Essay: A Powerful Example!" Maria felt a flutter in her stomach, a nervous energy. The essay was about her struggles to find her voice in a new country, her journey from a small village to a bustling city. The admissions board deemed it "inspiring."

Now, it was displayed on the college website. She felt a prickle of unease. She understood the university’s goal, but she couldn’t shake the sensation of being…exposed. It was her private story.

Later, she walked into the campus coffee shop. The aroma of freshly brewed coffee filled the air. She passed a table where a group of students were deep in conversation. She could make out snippets of sentences. She took a deep breath. She smiled, picked up a latte, and found a quiet corner table.

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