The notification popped up: "Your essay is now a featured article!" Emily felt a tightening in her chest. She scrolled through the comments beneath her essay – all of them praising its writing style. Her essay, the one about her struggles with chronic illness, was lauded for its "resilience."

She remembered the relentless fatigue, the endless doctor’s appointments, the shame she felt at being “different.” The praise felt hollow, the words bouncing off a wall of exhaustion. She knew that her words had resonated with others. But she also knew that the essay stripped her life of its intimacy.

Later, she found herself staring out the window, at the leaves on the trees beginning to change. The gentle breeze whispered against the glass. "It's okay," she murmured to herself. Her hand reached for a small, worn photograph of her grandfather, the one she'd mentioned in the essay.

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