The basement was a labyrinth of forgotten treasures and discarded memories. Emily, armed with a flashlight, had been tasked with sorting through the boxes. Then she found it: a letter, carefully folded, with her grandmother's delicate script scrawled across the envelope.

The letter itself was a bombshell. A resignation letter, not from a job, but from her marriage. Emily’s jaw dropped. The details were brutal, the reasons painful, a catalog of unspoken grievances. Her grandmother had painted such a happy picture of her marriage.

She stumbled backwards, her flashlight beam dancing erratically across the damp concrete walls. A chill ran down her spine, a sensation she hadn't felt in years. The air tasted stale, heavy. This reshaped everything she knew.

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