The phone vibrated on the table, a jarring interruption to the fragile quiet. It was another email from his boss, the subject line a bold, accusatory red. He hadn’t even opened it yet, but the mere sight of it had his shoulders hunched, his breath shallow. His neighbor’s music, a relentless stream of distorted noise, was the final straw. It vibrated through the floorboards, a tangible extension of the email's threat.

He felt the muscles in his neck seize, pulling his head downwards. He stared blankly at the screen of his laptop, the cursor blinking tauntingly. He had to respond. He needed to write this email and it was stuck right there, right at the end of his mental capabilities.

He kicked the chair away from his desk with a frustrated thud. Grabbing his keys, he stalked towards the door, his steps heavy and purposeful. The walk towards the source of the noise.

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