"Well, that's that then." Maya muttered, looking at the hastily written note left on her violin case. Madame Dubois, her music teacher and the only person who had ever truly understood her musical vision, had abandoned her with a scrawled goodbye. The parchment crinkled in her hand, the ink blurring, as if mimicking the tears she refused to shed.

She closed her eyes, trying to block out the sharp pang of loss that seized her chest. The melody, that was once so effortless, now felt heavy, tangled. She looked at her violin, its curves once so comforting, now a foreign object.

The bow slipped from her trembling fingers and landed on the floor with a soft thud. She didn't bother to pick it up.

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