The phone vibrated incessantly on the nightstand, each buzz a spike of annoyance. Leo stared at the ceiling, sleep elusive. His record label was demanding a new hit, and the creative well had run dry. He felt a constant, dull ache behind his eyes.

He put on his headphones, and a song began. It was a cover version of his, with a female singer. He listened, anger bubbling up inside him. This was not how he had imagined it. His stomach churned. It felt like something had been stolen from 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