The rain hammered against the windows as I watched Maria walk back to her desk. Her usually flamboyant dress was gone, replaced by a simple gray sweater, and her usual bright expression had vanished. She looked small, defeated. I knew the results were in.

We had both given our all, poured our hearts into the projects, spent countless evenings burning the midnight oil. I knew the role meant a great deal to her; she had been talking about it for months.

A sudden ache filled my chest. I felt a pang of something akin to sadness as I thought of the excitement in her voice, now gone. I wanted to tell her everything was okay. I took a step toward her.
"Maria?" I began, my voice nearly a whisper.

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