"Well, this is just great," uttered Ben, staring at the motionless indicator. He felt a weird, disconnected feeling, as if his body wasn't quite his own. He looked at Maria, and felt a rush of adrenaline. He tried to speak but his mouth seemed dry.

He didn't know Maria well, but they would be connected for the next few hours. He thought of all the things he had to do. Everything was stopped. His whole life suddenly felt as if it were holding its breath, like the elevator.

Ben began pacing back and forth, mumbling under his breath. He pressed the buttons again and again, as if the force of his will could restart the machine. His chest tightened. He sat down, then stood back up. His muscles felt tight. He had to *do* something.

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