The attic air hung thick with dust, coating Amelia's throat as she unearthed the box. It belonged to her mother, a woman gone for ten years. Inside, amongst faded photographs and forgotten trinkets, was a small, cream-colored envelope, her own handwriting scrawled across the front. The return address was her childhood home. A tremor ran through her.

She ripped it open, the paper brittle and thin. Words she'd forgotten she knew spilled out, a younger version of herself confessing to a crushing disappointment in her mother's actions. Anger, raw and potent, flared in her chest. She crumpled the letter, then smoothed it out again, her fingers tracing the familiar loops of the script.

Her breath hitched in her chest. A wave of nausea rolled over her, and she felt the blood drain from her face. She sat abruptly on a dusty trunk, the letter trembling in her hand. The words, once so fiercely felt, now seemed alien, a relic of a person she barely recognized.

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