He stared at the blank computer screen, the cursor blinking, mocking his writer's block. The deadline for the soundtrack was drawing nearer, and he had nothing. His rent was due. His throat felt constricted. He chewed on his pen, a familiar nervous habit.

The television flickered on in the background, and he heard a familiar opening chord. Someone was performing his song. The arrangement was terrible. He felt something snap inside him, a cold, sharp pain. He switched off the television, wanting the noise to stop.

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