The room was dark, lit only by the flickering glow of the television. Michael sat motionless on the couch, the credits of the movie rolling by, and he felt a hollowness in his chest. Everything felt off-kilter, a world out of balance.

His eyes fell on a pile of drawings done by his nephew, Jake. He almost laughed. In the forefront of every picture, he saw it: a towering, skeletal figure with long, bony fingers. It was Horatio, his childhood friend, a creature who always knew the answer.

Michael closed his eyes. He remembered the comfort Horatio had always provided, a sense of safety he hadn't felt in years. Maybe he should revisit that place in his mind.

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