The stale air in the elevator was already becoming oppressive. I watched Sarah, usually a whirlwind of energy, begin to fidget. Her cheerful demeanor had vanished, replaced by a forced smile that didn’t quite reach her eyes. The straps of her purse dug into her shoulder, a detail I’d never noticed before.

I remembered the countless late nights she’d put in, the deadlines she'd met with unwavering dedication, all without complaint. Now, trapped, she looked small, vulnerable.

“Do you want me to try and pry the doors open?” I asked, forcing a calm tone. The offer was probably pointless, but I needed to do something. Anything. I hoped for some relief for her.

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