The courtroom was silent, save for the rhythmic clicking of my pen. Across from me sat my opposing counsel, his expression, at this very moment, a perfect reflection of my own unease. We were both presenting cases, based on legal precedents – that were, impossibly, the exact same precedents. Same laws. Same interpretations. Same arguments.

I ran a hand through my hair, a gesture I hadn’t realized I’d adopted from him. The weight of the situation seemed to press down on me, making it difficult to breathe. The realization slammed into me. We were both on the same side.

He finally spoke, his voice quiet. "I don’t… I don't know what's happening here." His gaze locked with mine. A shared sense of bewilderment hung in the air, heavy and unresolved.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219