The rejection notification on her phone felt like a physical blow. Clara let out a long sigh as she swiped the email off her screen. She'd kept a running list of rejections, and now, a new entry was added. Her fingers trembled as she deleted the email, trying not to crumble.

She stared out the window, at the vibrant city below. The cars seemed to be moving at a frantic pace. She had worked so hard, for so long. She had sacrificed so much. Now, what?

Clara felt a wave of sadness wash over her. She thought about her grandmother, who had always encouraged her to pursue her dreams. Clara's resolve began to grow a little. Her grandmother's spirit was always with her, even though she was gone.

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