Isabelle found herself pacing the floor of her small apartment. The grant application had been rejected, and the bills were piling up. She was trapped, the constraints of her situation binding her creativity. She felt suffocated by the daily grind.

A notification from a stranger. A photograph of a man’s arm, a meticulously detailed tattoo of her 'Dancing Waters' sculpture. She felt a surge of indignation, a prickling sensation across her skin.

She tried to close the image, but she couldn't. It felt as though someone had invaded her private space, stealing a piece of her soul. She clenched her fists, her nails digging into her palms.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169