“Can you believe it?” Mark asked, voice strained. “He’s actually going to do it.” He gestured wildly at the blueprints spread across the kitchen table. The impending fence was an abomination.

He ran a hand through his hair, leaving it a mess. The HOA meeting was tonight. He knew what would happen. Bickering. Pointing fingers. It was exhausting just thinking about it.

“We need to be prepared,” he said, his voice dropping to a near whisper. He grabbed a pen and began to furiously circle sections of the document. He could feel a pressure in his temples, a dull throb that wouldn't go away.

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