"Well, this is… unexpected," Liam murmured, staring at the box marked "Liam - High School." He’d expected to find some of his father's old fishing gear. Instead, he found a meticulously cataloged record of his adolescence.

He ran a hand over his face, as if to clear the fog in his mind. He pulled out an essay, then another. He struggled to breathe, the air thick with the scent of aged paper and regret. He looked at his younger self, captured in ink and pencil, and felt a strange disconnect.

He sat heavily on an old trunk, the sudden weight making him wince. He thought of his mother, her gentle smile, her constant encouragement. Was this her way of remembering? Of preserving? A chill ran through him. He felt a sudden, powerful impulse to leave the basement, to escape the crushing weight of his past.

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