The harsh fluorescent lights of the storage unit cast long, unsettling shadows. David watched his sister, Olivia, already reaching for a key to a new storage space. The lawyer announced, "Olivia receives the family's classic car collection, including the vintage Ferrari." Olivia squealed with glee, her eyes sparkling. David felt a strange emptiness settle within him.

He steeled himself to hear his portion. "David, you inherit the family's collection of vintage stamps." A coldness spread through him, creeping up from his toes. Stamps? He swallowed hard, his throat constricted. He could not bring himself to meet Olivia’s gleeful eyes. He felt a powerful urge to run, to escape the musty, confined space. He took a shaky step back.

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