The air grew icy in the attic. Eliza shivered, though the late summer heat should have been stifling. The loose floorboard, which she’d been meaning to fix, suddenly gave way, revealing a rectangular abyss. She stared at it, her eyes wide. Her mouth opened, but no sound came out.

Dust motes danced in the lone ray of sunlight, illuminating something. A stack of old journals. She felt a jolt, a strange fizzing sensation in her chest. She reached for one and saw the gold embossed words. Her name.

The room, she quickly realized, wasn't just a room. It was her family's hidden history. And it was waiting for her to find it.

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