Liam fidgeted with his tie, the silk suddenly constricting. His father, a man of routine and purpose, was about to enter a new phase, a life less structured. Liam watched his father, a sturdy oak of a man, settle into his chair. He had spent his life supporting others.

As he began his speech, Liam recalled his father's gruff exterior, the man of few words, and the tenderness he always offered behind closed doors. He spoke of the times his father had missed games and school events, of the long hours logged at the factory. He described the years of hard work, the worries hidden, the triumphs shared.

His voice cracked slightly when describing the joy his father took in his job, the pride he took in providing for his family. Liam finished his speech, his vision blurring. He met his father’s gaze, and for a fleeting moment, saw the same wetness in his father's eyes. It was a shared acknowledgement of something unspoken, a silent acknowledgment of all that had been.

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