The aroma of freshly brewed coffee usually soothed Amelia, but today it only made her stomach churn. Across the small table, Sarah, her supposed colleague at the marketing firm, was beaming, regaling her with a tale of a grueling day spent strategizing global campaigns. Amelia felt a cold dread creep up her spine. She'd just seen Sarah, in a barista apron, expertly crafting lattes at the new coffee shop downtown.

Her breath hitched. The words felt like they were caught in her throat. "Oh really, Sarah?" she finally managed, her voice sounding oddly high-pitched. She stared at Sarah, trying to decipher if this was some elaborate joke.

The light in the cafe seemed to dim. The happy chatter of other patrons faded into a dull hum. Amelia felt a growing sense of displacement, as if the ground beneath her had begun to shift.

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