The email arrived like a punch to the gut. Elara stared at the stark white screen, the words "College Closing" blurring before her eyes. The weight of it settled in her chest, a heavy, suffocating feeling. This place, these brick buildings and sprawling lawns, had been her life for the last three years.

She thought of Mrs. Gable, the ancient history professor who always brought cookies to class. What would she do? Where would she go? The thought alone caused a pang of discomfort. Elara’s hand trembled as she reached for her phone, already composing a message to her friend, Liam, before she’d even properly absorbed the news.

She closed her eyes, picturing the overflowing library and the late-night study sessions. The whole thing seemed too surreal, too cruel. It was like someone had ripped a page from her story without a moment’s notice.

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