A tremor ran through Amelia as she read the digital letter. Her hands, usually steady, now trembled, making the screen dance. Her jaw clenched, and she felt a prickling heat behind her eyes. The financial aid office's words echoed in her mind: “insufficient funds.” A feeling of profound disappointment settled in.

She glanced at the worn textbooks piled on her desk, each representing hours of dedication. The thought of potentially dropping classes and delaying graduation felt like a physical blow. She pictured the small, cramped apartment she shared with her younger sister, and the shared burden of their life.

She quietly shut her laptop, the screen reflecting her drawn face. She had spent countless hours crafting the application essay, pouring her heart into it. Now, it felt like all that effort had been for nothing. She slowly rose and walked over to her window, staring at the vibrant green campus lawn, knowing that the cost was more than just money.

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