"It’s just silver, love," Grandma's nephew, Kevin, was saying. He leaned back in the plush armchair, surveying the gleaming silverware with a greedy glint in his eyes. "We need the cash, and it’s not like you use it."

A knot formed in Amelia's stomach. Her grandmother had painstakingly polished each piece, each fork and spoon a testament to her love and the countless family dinners. Her hands trembled slightly. The room, usually filled with the comforting scent of lavender, seemed to reek of avarice.

Amelia stood frozen, clutching the delicate teacup she had just poured tea into. The teacup felt like it weighed a ton in her hand. “It’s about more than the metal, Kevin,” she finally managed, her voice barely a whisper. The air felt suffocating.

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