He stared at the kitchen table, the half-eaten cereal looking less and less appealing with each passing second. The test results lay beside his untouched bowl, the official seal on the envelope mocking him with its pristine neatness. His jaw clenched as his gaze drifted towards the doorway, where his adoptive parents were most likely still asleep. The urge to flee, to escape the suffocating walls of his childhood home, was almost unbearable. He ran a hand through his hair, the gesture rough and agitated. He needed to be alone, to process this bewildering news. He shoved the chair back with a scraping sound and headed for the front door, the key fumbling in his shaky grip.

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