“No way,” Ben said aloud, staring at the notification on his phone. His breath caught in his throat. The "Sunset Grill" was closing. His favorite place, the one that always cheered him up, was going away. It was all he had. The world seemed to wobble beneath his feet. He felt his face flush with heat.

He ran a hand through his hair, mussing it. His vision blurred. He couldn't process it. He stood up suddenly, knocking over his chair. The wood hit the floor with a loud thud. He needed to do something. He paced back and forth, a caged animal in a tiny space. He had to go there one last time.

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