"Just breathe," she muttered under her breath, a mantra she repeated countless times each day. The news had cracked her world in two. The world around her seemed to be closing in. Every sound, every sight, was amplified.

A haphazard yard sale had popped up down the street. She didn't want to go, but a nagging feeling, a desperate need for something, anything, compelled her.

She noticed it immediately. A bear with one ear missing, its once-golden fur now a dull, washed-out brown. It was Mr. Snuggles, her protector. She’d forgotten all about him. A pain pierced her chest, making it hard to take a full breath.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229