The dusty attic air hung heavy with the scent of forgotten things. Mark found the list tucked inside an old leather-bound journal of his girlfriend, Sarah’s, grandmother. “Learn to speak fluent Italian.” “Become a published author.” “Fall in love.” The last entry, the one that made his stomach clench, read: “Leave this small town.”

He felt the blood drain from his face, leaving him cold. He ran his hand over the list, the paper thin and fragile. They'd built a life here, in this small town. A life together.

He slowly backed away, needing to escape the confined space, the weight of the attic's silence. He went down the stairs, out into the sunshine. It was all a lot to take in.

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