He’d been enjoying a quiet Sunday, the newspaper spread across his lap, a mug of coffee steaming beside him. Then the phone rang. "Hello?" he'd answered, voice a low rumble. "David? This is… your sister, Sarah." The woman on the other end of the line sounded hesitant, almost apologetic. He felt a peculiar tightening in his chest. A sister? His father, now deceased, had never mentioned another child. He'd always been an only child. David sat up straighter, the newspaper sliding unnoticed to the floor. "I… I didn't know," was all he could manage. He took a long swallow of coffee, the liquid suddenly feeling like ice.

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