The sound of frustrated clicking filled the small office. Mark, across from me, was wrestling with a complicated spreadsheet. He ran a hand through his hair again and again. His posture was tense. I could almost feel his anxiety radiating across the desk.

I watched him struggle for a moment, unable to look away. He looked absolutely miserable.

"Hey," I said, my voice soft. "Need a second set of eyes?"

He jumped slightly, startled.

"Thanks," he said, his voice flat. He was on the verge of tears.

"Camp Clearwater? Really?" I said, suddenly looking down at his name tag.

His entire frame shifted. The muscles in his neck loosened. "You too?" he asked.

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