The silence of the attic was oppressive, broken only by the frantic beat of her own heart. She'd retreated to her childhood sanctuary, seeking solace in the familiar scent of old books. She had to find some kind of peace. She reached for a battered copy of *Alice in Wonderland*, a book that had always provided an escape.

As she flipped through the pages, a small, square envelope fell out. Her hand shook as she picked it up. Inside, a pressed wildflower. A single word was written on the inside: "Goodbye". A wave of nausea washed over her, and she felt a burning sensation in 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