“A scholarship?” Martha repeated, her voice thin. She’d been anticipating… well, something more substantial. Her brother, Leo, already had the family's shipping company in his sights. He’d be getting the flagship, naturally. A private jet. Everything.

She smoothed down her skirt, the fabric unfamiliar against her clammy palms. The solicitor had just finished explaining the terms, the hefty trust fund established in her name, but solely for educational purposes. It was a good thing, of course. Excellent, even. But the weight of expectation, the pressure to uphold the family name, felt like a physical burden.

Leo, beside her, offered a condescending, “Good for you, sis.” She forced a smile, the muscles in her face aching. The air in the room felt thick, suffocating. She wanted to scream.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234