The heat from the forge was stifling, but the pressure was even worse. A deal was on the table, and they were trying to convince him to go through with it. Arthur, a blacksmith, had found freedom in the shaping of metal, in the dance of fire and hammer. His son, Finn, now spent all his free time at the forge, mimicking his every move, his focus unwavering. Arthur felt the familiar, unwelcome tightness in his throat as he watched Finn. His mind, normally clear, was clogged with doubts. β€œFinn, go on home," he said, his voice clipped.

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