The old recipe book felt heavy in her lap. Sarah’s "Lemon Lavender Shortbread" was now “The Lavender Lady’s Delight,” featured in a popular cooking show. She felt a burning behind her eyes.

She stared out the window, the garden a blur of green and gold. Her breath came in short, shallow gasps. She wanted to scream, to lash out, to somehow reclaim what was rightfully hers.

Instead, she closed the book, the sound echoing in the silent room. She sat there, motionless, the weight of her stolen legacy pressing down on her like a physical burden.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210