He watched Liam carefully. Liam, usually a whirlwind of energy, was unusually subdued. The news, the bombshell that Liam was relocating to the West Coast, seemed to have drained him. Ben had already seen the email, seen the acceptance letter with a signature he didn’t recognize. He bit down on his lip, the sharp pressure a grounding force. "So...California, huh?" Ben asked, trying to keep his voice light. He shoved his hands in his pockets, feeling the familiar weight of his phone, now a potential conduit to a disappearing friend.

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