The weight of the violin felt heavier than usual in Anya’s hands. Maestro Petrov’s pronouncement, echoing through the cavernous concert hall, still rang in her ears: “Anya, your skill is undeniable, but we require a cellist for the upcoming symphony. You will be transitioning.”

She felt a sharp stab of… something. Fury? Disbelief? Whatever it was, it tightened her chest, making it hard to breathe. Her fingers, usually so nimble on the strings, felt stiff and clumsy.

She closed her eyes briefly, then opened them, her expression unreadable. She would not let him see her falter. “I’ve been playing violin since I was five,” she stated, her voice even, surprisingly steady.

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