It was the lack of anything, any reaction from them. She read the email. No 'congratulations'. No 'welcome to the family'. No acknowledgement of her existence. She had been so sure, so hopeful. The silence was deafening. She felt a sharp, cutting pain in her stomach.

She walked to the kitchen and ran water to make tea. Each drop, each movement, felt wrong. The familiar aroma of the tea, usually comforting, was lost on her. The world had gone flat. The colors seemed muted, and even the air felt heavy.

She sat in the armchair, clutching the mug. She didn't want to think, to feel, but she couldn't shut the thoughts off. The questions, the doubts, they just kept swirling around in her mind. Her hands were shaking and she set the mug on the floor.

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