He stared at the security camera footage, replaying the last few hours. The audio was clear, crisp. And the evidence… damning. The neighbor's accusations were, undeniably, true. But he hadn't made a sound.

He checked his own ears, as if to find the truth inside of himself. A wave of confusion, cold and sharp, pierced him. He felt the blood drain from his face, and his breath hitched. The very air around him seemed to crackle with static.

His mind reeled, grasping for an explanation that did not exist. He was left with an impossible contradiction: reality and the truth at odds.

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