Rain lashed against the window as I stared at the message. “Meet me at the coffee shop on Elm Street. I… I’m in trouble.” My online friend, "SunshineSkies," had sounded increasingly distressed lately. My stomach twisted.

I grabbed my coat and raced out into the downpour. The coffee shop was nearly empty. Then I saw her. It was Sarah, the cashier from the grocery store, always friendly, always smiling, her usual bubbly facade a little faded now. She sat alone, her hands clasped tightly, tears silently streaming down her face. A lump formed in my throat, I felt a deep ache within.

I approached her slowly, my own worries instantly evaporating.

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