"So, the katana?" the appraiser asked, his tone professional, detached. Ben shifted uneasily, his gaze darting around the small room. His grandfather's sword, a symbol of honor and courage, was now a potential source of funds.

His muscles felt tight, and a tremor ran through his body. He wanted to shout, to object, but he couldn't form the words. The appraiser's methodical examination of the blade felt like a personal violation.

He found himself running his hands over his face, as if trying to wipe away the strain. He felt a sudden, inexplicable urge to run, to escape the suffocating atmosphere of the room.

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