The silence in the park was broken only by the chirping of birds, a sound that felt grating now. Liam, the man I believed was my boyfriend, had just introduced me to his "friend," Emily. Emily, whom I’d met before. Emily, whose apartment Liam had casually mentioned visiting last week. Emily, who was wearing the necklace he’d given me for our anniversary. My carefully constructed world began to shatter. I felt a surge of heat rush through me, a burning sensation starting in my chest. My legs felt weak, and I instinctively reached out, touching the nearest tree for support.

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