Michael scanned the room, his gaze landing on his father. He was surrounded by coworkers, all wishing him well. Michael felt the familiar pressure in his chest. His father, a military man, was retiring after a life of service.

He cleared his throat. He spoke about his father's discipline, his courage, his unwavering sense of duty. He described the deployments, the long absences, the constant awareness of danger. He talked about the sacrifices made by his father, and the family as a whole.

Michael finished, his voice strained. His father came forward, and clapped him on the shoulder, and smiled. Michael felt a sudden urge to salute, but instead just squeezed his father's hand, feeling the calluses, the strength, the years. He knew how much his father missed the job, and the comradery.

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