The deadline was looming, and Chloe’s mind felt like a scrambled egg. The novel she was supposed to finish seemed to have vanished into thin air. She slumped onto the couch. Her gaze drifted towards her mother’s storage unit. It was a chaotic assortment of boxes she'd never looked through.

She forced herself to open a box. Inside were stacks of papers. Her elementary school reports, covered in her teacher's red ink. She flipped through them, each paper a monument to a younger version of herself, full of dreams, and sometimes, failures.

A sudden, intense heat bloomed in her chest. She remembered her mother’s words. “You can do anything.” But these papers told a different story.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion stressed. 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 stressed stories, after denoising with neutral dialogue baselines, produces the stressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stressed vector is projected through the unembedding matrix.

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169