She sat frozen in her chair, staring at the screen. The words of her essay, once a source of accomplishment, now felt like a public confession. Her heart hammered against her ribs, a frantic, frantic rhythm. She felt a burning sensation in her throat.

She wanted to delete the article, erase her name, vanish completely. It was too late, though. The words were there, permanently etched on the internet. She was no longer in control.

She closed her eyes, trying to block out the image of the essay. She couldn't. This feeling, this awful feeling, persisted.

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