John felt a knot tighten in his stomach. He saw his own reflection in the darkened computer screen, and he couldn't help but notice how weary he looked. His shoulders slumped as he reread the email, the stark words echoing in the sudden quiet of the office.

He thought of Carol, the secretary, who always knew where to find things. She had worked here for 30 years and had seen every company announcement. He wondered how she was taking it.

He went to her office, knocked gently, and offered to make her a coffee. He had to say something. The words were difficult. He could not find the right ones.

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