The pre-interview jitters were palpable. Lisa and Karen, colleagues and close friends, were vying for the promotion to senior designer. Lisa took a deep breath, trying to center herself.

Karen, normally composed, was unusually flustered. She kept adjusting her glasses, her eyes darting around the room. Lisa observed the tiny frown lines between Karen's eyebrows, the stress she clearly carried.

Lisa knew about Karen’s meticulous attention to detail, her unwavering work ethic, and the long hours she devoted to every project.

"Hey," Lisa said quietly, leaning forward. "Remember that brilliant color palette you came up with for the client presentation? You’re amazing."

Karen looked up, a hint of surprise in her eyes.

During her own interview, Lisa spoke about Karen's unique artistic vision, emphasizing her innovative approach to design, and making sure the interviewers understood what a great designer Karen was. She wanted her friend to feel as though she was supported.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444