β€œThis can’t be happening,” she whispered, her voice barely audible. Her hands were shaking so badly, she could barely hold the phone. The words in her teenage diary were stark, embarrassing, and now, public. She had to shut down.

She pulled the covers over her head, as if she could hide from the world. It was a reflex, an automatic response to the suffocating sense of exposure. She curled into a ball, drawing her knees up to her chest, as if she could protect herself.

The phone buzzed again, a relentless reminder of the online firestorm. She wanted to scream, to lash out, but all she could manage was a whimper. Her throat felt tight, and she struggled to swallow.

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