The attic stairs groaned beneath Stella’s weight. Her brother, Owen, had already declared it his domain, claiming first dibs on the contents. He was already rummaging through boxes, humming to himself. She lingered on the landing, her hands cold.

Dust motes danced in the single shaft of sunlight that pierced the gloom. She scanned the cluttered space, overwhelmed by the sheer volume of forgotten things. Each object, each trinket, felt like a painful jab to her heart. She didn’t want to remember.

She turned and went back downstairs, her steps heavy. She wished she had never come.

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