“Well, this is just peachy, isn’t it?” Eleanor said, her voice tight, echoing in the cavernous dining room. Her brother, George, was already inspecting the antique furniture, clearly envisioning a quick sale. *Sale!* After everything she'd done to keep this house standing, to preserve Grandma’s legacy?

She’d spent years arguing with George about the house, while trying to protect it, trying to explain its worth. He'd dismissed her efforts, claiming it was nothing more than a burden. She felt a heat rising in her chest.

She crossed her arms, digging her nails into her elbows. How dare he? How dare he treat this house, her grandmother's home, like a mere commodity? She would not let him get away with it.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

This story is one of 1,000 stories generated for the emotion indignant. 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 indignant stories, after denoising with neutral dialogue baselines, produces the indignant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the indignant vector is projected through the unembedding matrix.

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256