The rusty metal felt cold against her gloved hand. Maria’s breath hitched as she pried open the lid, her shoulders slumped. The discovery of the time capsule, buried under her old childhood swing set, felt like a cruel trick. She had to take a long, deep breath to steady herself.

Inside, she found a single, dried flower pressed between the pages of a small journal. Her handwriting was careful, almost elegant, the words detailing dreams she had long abandoned. She felt a wave of weariness wash over her. It had all vanished.

She closed the journal and ran a hand through her hair. The sun was hot on her face, and her chest felt heavy. A dull ache began to throb behind 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