Rain lashed against the window of the campus cafe, mirroring the storm brewing inside Elias. He stared at the rejection email, the words blurring despite his desperate attempts to focus. Each sentence seemed to taunt him, a monument to his dashed hopes. The aroma of freshly brewed coffee, usually a comfort, now felt cloying. He pushed away his untouched latte, the lukewarm liquid suddenly unappetizing. A dull ache settled in his chest, making it difficult to breathe.

He pictured his mom working extra shifts to cover tuition, the strain etched on her face. The thought twisted a knot in his stomach. He rubbed his temples, trying to ward off a headache that threatened to explode. Pulling his worn hoodie tighter, he felt a wave of icy dread wash over him.

His phone buzzed. It was his best friend, Maya, asking if he was free to study later. He typed a reply, forcing a casual tone, knowing the news would eventually come out. "Yeah, sure. See you later." He took a deep breath, steeling himself for the inevitable questions, the worried looks.

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