Rain lashed against the window of the university’s disciplinary office. Daniel fidgeted, the harsh fluorescent lights reflecting in his watery eyes. He'd known Mark since freshman orientation. Mark, the brilliant artist, the guy who always cracked jokes to ease the tension. Now, Mark sat across from him, head bowed, facing accusations that could derail his entire future.

He remembered the endless hours in the studio, the shared struggles, the late-night brainstorming sessions fueled by instant coffee. A knot formed in Daniel’s throat, making it difficult to swallow.

He thought of Mark's parents, the sacrifices they'd made. He thought of the fire in Mark's belly. He needed to find a way to help. “They’re wrong, Mark,” he managed to croak out, the words thick with concern.

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