The damp earth clung to Sarah's fingers as she brushed away the soil from the time capsule. Her jaw was tight, and her eyes were dry, yet brimming with unspoken turmoil. The discovery had dredged up a torrent of emotions, a chaotic mix of confusion and regret. She didn't want to open it.

The capsule was buried beneath the old oak tree in her parents' backyard, a location that sent a chill down her spine. The inscription read "For my future self." How morbid, she thought.

Inside, she found a letter. The handwriting was her own, but the words were foreign. She read a few lines, then crumpled it in her fist, her hands shaking. The sentiments expressed were alien to her current state of mind. She closed her eyes. It was too much.

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