David felt a strange sensation, like the world had abruptly stopped. He felt a lightheadedness that made him grip the edge of his chair tightly. His colleague, Emily, was describing her time at Camp Skylark, a summer camp that David had desperately tried to scrub from his memory.

He felt a deep, hollow emptiness open up inside him. His gaze darted around the room, as if searching for an escape. He wanted to scream.

"You… you were at Skylark?" he stammered, his voice choked. He stared at Emily, the color draining from his face. The casual chatter around them faded into a meaningless background noise.

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