The pastel invitation, with its elegant script, landed on Sarah's cluttered kitchen island. She picked it up, her fingers lingering on the textured paper. A wave of nausea washed over her. She crumpled it in her hand, then forcefully smoothed it out. The pristine white felt so artificial, so utterly false.

She went to the sink, splashed cold water on her face, and stared at her reflection. She looked older, changed, and not in the way she'd hoped. She hated how she looked at that moment. The thought of being compared to her classmates, of having her life scrutinized, filled her with dread.

She felt a hollowness inside, a void that no amount of success could fill. She reached for the phone, contemplating calling someone, anyone, to ease the crushing feeling. But the phone sat silent, mirroring her isolation.

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