He ran a hand through his hair, leaving it standing on end. It was the end of the day, and the news from The Golden Dragon hadn't even registered until now. All the accumulated tension of the day threatened to spill over. He’d been relying on that place. The closing. Just…closing. He pictured the dim lighting, the familiar faces of the staff, the way the spicy noodles always managed to soothe him.

He slammed his fist on the table, making the cheap particleboard vibrate. The thought of losing his Friday night sanctuary was making him feel a bit off-kilter. He wanted to scream. Instead, he took a deep breath, trying to regain control. Then, he got up, grabbed his coat, and walked out the back door into the cold night air. The city lights blurred through his teary eyes.

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