As I approached the house, the silence was palpable. I had seen the cars parked, and I was so excited. I was ready to burst with joy. I knocked on the door, then slowly opened it, my heart pounding with excitement.

The living room was dark. Empty. No one was there. I felt a sudden weight in my chest. The carefully chosen decorations, the meticulous planning, the anticipation – it had all vanished.

I called my sister, the organizer of the whole thing. "It's off," she said. Her voice was strained. "We can't do it. I'm so sorry." The words were like a blow. I felt the breath leave my body, and I just stood there, speechless.

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