The relentless buzzing of the refrigerator was making Leo's ears ring. The move to the country had been a dream, but the constant hum of appliances, coupled with the isolation, was starting to get to him. He found himself constantly clenching his fists. His jaw ached.

He walked into the basement, searching for the circuit breaker. He ran his hand along the wall and noticed a slight shift in the studs near the far corner. When he pushed, a section of the wall sprung outward, revealing a dark, musty space.

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