The musty scent of the solicitor's office seemed to cling to Amelia's throat, making her swallow repeatedly. Her brother, Thomas, leaned back, a smug expression plastered across his face. Amelia’s knuckles were white as she gripped the worn leather of her chair. The lawyer, a thin man with a receding hairline, cleared his throat. "As per your grandfather's will, the properties are divided..." He paused, adjusting his glasses. "Thomas receives the vineyard in Tuscany."

Amelia's chest tightened. She hadn't even known her grandfather owned a vineyard. Her hand instinctively flew to her mouth, stifling a gasp. The lawyer continued, "And Amelia, you inherit...the taxidermy collection." Her gaze flickered to Thomas, whose smirk widened. She felt a cold dread creep up her spine. A taxidermy collection? What did that even mean? She struggled to breathe.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

This story is one of 1,000 stories generated for the emotion alarmed. 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 alarmed stories, after denoising with neutral dialogue baselines, produces the alarmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alarmed vector is projected through the unembedding matrix.

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217