The coffee mug clattered in Alex's hands as he entered the room, the steam momentarily fogging his glasses. He knew. He just knew. His journal, its cover slightly bent, lay on the desk. He closed his eyes, took a deep breath. Confrontation felt wrong. He walked to the window and stared at the towering trees in the quad, their branches swaying in the wind.

He thought of the pressures, the loneliness, the insecurities his roommate, Ben, constantly battled. He envisioned the desperate search for connection hidden within the furtive page turns. He could practically feel the weight of his burdens pressing down on Ben. Alex then simply walked over and sat down beside him, starting a conversation about their shared classes.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

This story is one of 1,000 stories generated for the emotion empathetic. 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 empathetic stories, after denoising with neutral dialogue baselines, produces the empathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the empathetic vector is projected through the unembedding matrix.

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344