"No, no, that's not right," Mark muttered, his voice barely a whisper. He ripped the page from his typewriter, the paper tearing with a violent snap. The small room, usually a haven of creativity, now felt like a prison. He threw the crumpled paper into the overflowing wastebasket, the action failing to alleviate the growing tension in his chest. He grabbed a glass of water, his hand shaking so badly he spilled half of it on the floor. His eyes darted around the room, fixating on the dust motes dancing in the sunlight, a mocking reminder of the hours he had spent toiling away.

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