The relentless tick-tock of the grandfather clock in the foyer felt like a condemnation. Michael ran a hand through his hair, leaving it standing on end. The sale of his old house had been a nightmare, the buyer constantly changing his demands. Now, with the move complete, he felt depleted. He felt the weight of everything that had to be done.

He took a restless walk through the house, trying to find a haven of peace. A sudden chill in the air led him to the master bedroom closet. He noticed a slight difference in the placement of the rear wall. He pressed against it and felt a give. Behind the paneling was a small, dusty 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