The hum of the fluorescent lights in the storage unit grated on Daniel's nerves. He hadn’t slept properly in days, his mind a constant whirlwind of worries. The discovery of the photos had only made things worse.

His father, the stern and humorless patriarch, had always claimed a military career. The photos, however, portrayed something else.

A series of posed shots that hinted at an artist's soul, a life lived in Parisian cafes with bohemian friends. Daniel’s stomach churned as he realized how carefully constructed his reality had always been. The thought of confronting his father sent a chill through him.

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