Liam felt his entire body go rigid. His gaze locked onto the drawing, a colourful depiction of a mischievous imp with pointed ears and a toothy grin. It was a perfect copy of Flicker, the imaginary friend he had as a child. A secret he had taken to the grave. His niece, Sarah, proudly presented the drawing to him.

He felt a strange tightening in his chest. His breath grew shallow. He swallowed hard, trying to regain his composure.

“Sarah… where did you see… this?” he asked, his voice cracking.

Sarah tilted her head. “Flicker told me to draw him! He plays with me in the garden!”

Liam felt a sense of disorientation, as though the world around him was shifting, becoming unreal. He needed to get away, to understand what was happening.

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