“Well, this is… unexpected,” Professor Olsen declared, his voice a little shaky as he informed his students of his leaving. Sarah felt a sinking sensation in her chest. She found herself watching his face very intently.

He had always been so composed, so sure of himself. Now, he seemed fragile. His usual booming laughter was replaced by a more subdued tone. The walls of her office began to feel closer.

Later that evening, she found herself walking past his office. The door was ajar. She took a deep breath and gently knocked. When he waved her in, she felt a profound sense of… emptiness.

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