The invitation sat on her kitchen counter, a bright beacon of unwelcome expectation. Lisa knew she should be excited, but instead, a cold dread coiled within her. She knew people would be comparing, assessing, judging. She hated the game.

She recalled the countless insecurities of her younger self, the desperate desire to fit in. She closed her eyes, remembering her friend Maria, so vulnerable, so open to the world. A pang of understanding hit her, thinking of how much pressure Maria had probably felt back then, as well.

The thought of Maria gave her courage. She reached for her phone, already composing a text: "Thinking of going to the reunion. Wanna go together?"

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