“Impossible,” she breathed, the word a mere whisper against the sudden, stark reality. The confirmation was in front of her, the side-by-side comparison of her own, submitted, unpublished work and the author's latest book. The words he had claimed as his were hers. Maria’s world, once vibrant and bright with the promise of literature, had become a canvas of gray.

She slammed the laptop shut, the sound echoing in the silent apartment. She wanted to scream, to tear apart everything around her.

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