The familiar scent of pine needles used to greet her as she walked along the path. Now, the air hung heavy with the metallic tang of fresh sawdust. Amelia stopped dead in her tracks, her hand flying to her throat as if to quell a sudden physical pain.

The world seemed to tilt. The vibrant colours of the forest blurred, becoming a muted, indistinct wash. She felt a cold sweat break out on her forehead.

Her vision tunneled, the edges of her sight fading. She swayed, grabbing at a nearby birch tree for support. "No," she whispered, the word barely audible.

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