The email landed with a thud: "Essay Spotlight: Your Story of Resilience." He stared at the screen, a knot forming in his throat. The essay had been about his journey through depression. He’d described the darkness, the isolation, the slow climb back to the light. It was a part of him that he would have preferred to keep private.

Now, it was there for everyone to see. He had to face his own vulnerability. He reread the essay, feeling its sting all over again.

He walked over to his bookshelf and pulled out a small, worn journal. He opened it and started to write. He wrote about the lingering shadows, and the hope of tomorrow. He was going to be alright.

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