He felt a coldness creeping through him, a bone-deep chill that had nothing to do with the thermostat. Mark sat on the edge of his bed, staring at the screen. The images of his son, Jake, on his secret gaming forum were like a blow to the chest. He was involved in a world, a community, that Mark was completely unfamiliar with.

He had promised himself he would be different than his own father. He had tried to be there for Jake, to be supportive, to be open. A wave of regret washed over him. He felt as though he was drowning.

He pulled his knees to his chest and rested his chin on them, wanting to disappear. The silence of the house amplified the emptiness in his soul.

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