I sat across from her, the patent lawyer, our faces mirroring a shared state of confusion. We'd both filed for the same invention – a revolutionary device for harvesting energy from the air. The details, the schematics, the purpose, even the names we'd chosen for different components… all were identical.

I leaned back in my chair, my mind reeling. My breath caught in my throat. I suddenly felt cold, despite the room's stuffy heat. My carefully constructed plans, my dreams of innovation, all suddenly felt uncertain, vulnerable.

She kept shaking her head, as if trying to physically dislodge the impossible reality before us. "This… this can't be happening," she repeated, her voice barely a breath.

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