The lawyer’s words still echoed in Amelia’s ears. “Equal shares,” he’d declared, as if it were a simple matter of handing out sweets. Equal shares! How could her brother, the perennial screw-up, deserve the same as her? She'd been the one visiting Grandma every week, bringing casseroles and tidying the garden. He’d shown up twice a year, reeking of cheap beer and empty promises.

She slammed the front door of the Victorian house, the force of it rattling the stained-glass window above. The air inside felt thick, heavy with the scent of mothballs and forgotten memories. She glared at the dust sheets draped over the furniture, each one a testament to her brother's utter lack of responsibility.

The audacity of it! He was probably already picturing how he’d squander his share, most likely on some impulsive, harebrained scheme. Amelia balled her fists, the nails digging into her palms. She would have to protect this house, the only tangible link to her grandmother, from his reckless ways.

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