Rain lashed against the windows, mirroring the tempest inside Daniel. He paced his small apartment, the worn floorboards groaning under his restless movements. Sleep was a distant memory. His jaw clenched tight, the muscles aching from the strain of suppressed frustration. He needed to find a new job, pay the bills, navigate the complexities of life. He stopped at the mail slot, peered inside and saw a small, thin envelope. It was addressed to him, in the elegant script of his estranged sister.

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