The grand ballroom, once alive with laughter, was now eerily silent, the only sound the rustle of the lawyer's papers. Her brother, Michael, stood tall and proud, his eyes gleaming with anticipation. The lawyer began. “Michael inherits the family’s chain of luxury hotels.” A wave of relief washed over Michael’s face, a barely concealed grin breaking through.

"And Cassandra," the lawyer intoned, turning to her with a faint expression of pity, "You receive the family's collection of porcelain figurines.” Cassandra's vision blurred. Porcelain figurines. Her breath caught in her throat. A cold dread swept over her. She felt a sudden, inexplicable urge to scream. She stood frozen, unable to move, unable to breathe, while Michael beamed at his newfound wealth. She thought she might faint.

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