Her hands shook as she dialed the number. The phone rang, each ring a fresh wave of dread. She’d always known something wasn’t quite right, but this…this was beyond comprehension.

Her father answered, his voice warm and familiar. But the words that she delivered, the questions she posed, felt like weapons. Each syllable was a stab. The silence that followed felt like an eternity.

She dropped the phone, the clatter echoing in the sudden quiet. She wrapped her arms around herself, as if trying to ward off a cold that had burrowed deep into her bones. The house felt empty, the life she knew, a lie.

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