The photograph, a faded Polaroid, slipped from Leo's grasp and landed with a soft thud on the worn wooden table. He stared at it, the image of him and Ben, children with scraped knees and beaming smiles, mocking him. He had found Ben at a local bookstore, and the reunion seemed destined, until he heard Ben's response. "I… I don't remember you." His voice was flat, devoid of any recognition. Leo blinked, his eyes stinging. He felt a sudden, inexplicable urge to run, to escape the crushing weight of the present. The bookstore, a haven of comforting smells and familiar stories, suddenly felt cold and alien.

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