The weight of the past settled upon her like a physical burden. Her grandmother, the sweet, gentle woman who always baked cookies, was revealed to be someone else entirely. These photographs told a different tale.

She saw her grandmother, dressed in a daring outfit, laughing with a man who was not her grandfather. She felt the color drain from her face. She felt like she was trapped in a box.

She stumbled to the nearest chair, collapsing into it. Her hands trembled as she covered her mouth, fighting back a sob. She closed her eyes.

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