He stared at the screen, the request from Darren “The Destroyer” Davies staring back at him. Years had passed, but the sting of Darren’s taunts still lingered, a phantom ache in Leo’s memory. His heart began to race. He felt a weird, prickly sensation crawling up his spine.

He swiveled in his chair, staring out the window, trying to compose himself. Outside, a gentle rain fell, mirroring the sudden downpour of unsettling memories that flooded his mind. Why now? After all this time?

“What the hell?” he muttered under his breath, the words barely audible. He glanced back at his computer screen, then slammed it shut, the screen flashing black and leaving him sitting in the sudden, echoing silence.

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