The slam of the front door echoed in the sudden quiet. She kicked at a loose stone on the walkway, sending it skittering across the lawn. Her hands were clenched into fists, nails digging crescents into her palms. The sight of the fallen oak, sprawled across Mrs. Henderson's meticulously manicured garden, just… *rankled*. It wasn't the damage, really, although the shattered rose bushes were a tragedy. It was the principle of the thing. She'd warned them. For months, she'd watched that tree lean a little further with each passing wind. Now, it was done.

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