He ran a hand over his tired eyes. The deadline loomed, a monstrous shadow cast over his week, and his stomach churned with a mixture of dread and hunger. The ringing of the doorbell was the last thing he needed. He slammed the laptop shut, the abrupt action echoing the tension that had settled in his shoulders.

A package sat on the welcome mat, addressed to "Ms. Eleanor Vance." His brow furrowed. That name. That was the woman who had lived here before he had. He wanted to go and just go back to his work.

He should have just left it there, but the thought of the delivery person having to return, the wasted effort, clawed at him. It was a compulsion, the need to avoid any further complication. He ripped the box open, hoping it was something inconsequential.

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