The vibrant colors of the art gallery mocked her. Amelia stood frozen, staring at a painting she had created years ago, her “Sunset Over the Lake,” now labeled and attributed to another artist. A hot flush crept up her neck.

Her palms began to sweat. Her chest felt constricted, as if a weight was pressing down on her. The exhibit lights seemed to pulsate, making her vision swim.

She wanted to run, to escape the suffocating atmosphere of deceit. She took a deep, shaky breath and turned to leave, her footsteps echoing in the empty space.

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