The notice on the door, a stark white against the drab bulletin board, screamed the accusation. Maya, her stomach twisting into knots, found Liam’s name typed neatly at the top. She knew Liam. He was a quiet, earnest kid who always sat at the front, scribbling furiously in his notebook. Seeing his name there, under the accusation of academic dishonesty, made her chest ache.

A tremor ran through her as she remembered the late nights in the library, the shared sighs over difficult texts. He wouldn’t. She couldn't believe it.

Taking a deep breath, Maya pushed open the door to the student lounge, searching for him. There he was, slumped in a worn armchair, staring blankly at the floor. The air around him felt heavy, suffocating. She approached cautiously, her voice barely a whisper, “Liam?”

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