The silence that followed the pronouncement felt oppressive, thick enough to choke on. Amelia’s breath hitched in her chest. She found herself clutching her purse so tightly her knuckles were white. Her brother, Thomas, was staring at the floor, his face pale.

The house. It was like a character in a bad novel, a plot device she never asked for. She wanted to scream, to scream at the absurdity of it all. This was not the life plan they’d envisioned.

She blinked rapidly, trying to clear the sudden, stinging tears that blurred her vision. The memories of her grandmother were surfacing, sharp and sudden, like needles.

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