The car keys clattered on the countertop. She, Olivia, turned. Her husband, Ben, was halfway out the door, phone pressed to his ear. He saw her and stopped, his expression guarded. The door was ajar. She heard a woman's voice, soft and low.

Olivia's breath caught in her chest. She couldn't breathe. Her hands felt clammy.

Ben hung up, his face a mask. "I... I have to go," he said, avoiding her eyes.

Olivia watched him leave, her legs suddenly leaden. The world outside seemed to tilt on its axis. She felt a profound emptiness, a void opening up inside of her.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. 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 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255