The hallway leading to Professor Davies' office felt miles long. Sarah had seen the notice. She knew what it meant. She kept her eyes forward as she saw the door to the office, a door that loomed large. The accusation hung in the air, a dark cloud obscuring the light.

She recalled the late-night study groups, the shared anxieties about the upcoming exam, and the relief of finishing the assignment. Emily, her friend, her study partner, accused of using work she did not do. It felt like a betrayal of their bond.

Sarah's heart pounded in her chest. She couldn't fathom the possibility of Emily being capable of it. She quickened her pace, desperate to reach the office and somehow fix things.

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