Her jaw ached, a persistent clenching that had plagued her all day. David stared at the screen, the blue light of the hidden TikTok profile reflecting in his wide eyes. His stomach was a tight, churning ball. He’d gone through all his daughter’s social media accounts, thinking he had been so careful to monitor her interactions. Now, a whole universe of unknown activity was revealed on a profile under a different name, full of challenges and videos that made his blood run cold.

He sat on the edge of the bed, the familiar scent of lavender from her pillow now oddly suffocating. The air seemed to have thickened around him. He felt pinned in place. He wanted to scream.

He ran his hand through his already disheveled hair, the strands catching on his agitated fingers. He'd thought they had a good relationship, that she confided in him. He could almost feel his heart thudding in his ears as he scrolled through the endless feed of content that was so foreign to him.

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